Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE CHINA EDITION 2026

China’s
auto tech industry,
in focus.

The companies, capital and talent shaping auto tech in China. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Auto Tech Industry Landscape of China
CN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Auto Tech illustration
MEET THE COMPANIES

Explore China’s auto tech leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Auto Tech company highlights in China, snapshot 6 August 2026
Company
DiDididiglobal.com$25.07B1Financial figure available in RadarView in Radar
Beijing Xiaoju Technologyxiaojukeji.com$18.12B
NIOnio.com$10.48B38,820
Contemporary Amperex Technologycatl.com$9.8B1 roles118,914
BYDbyd.com$6.85B1,074
WM Motorwm-motor.com$6.4B3,952
Guaziguazi.com$4.82B4,000
Xiaopengxiaopeng.com$3.37B13,550
Deeproute.aideeproute.ai4 roles500
A123 Systemsa123systems.com3 roles886
Freetechautofreetech.com3 roles
Black Sesame Technologiesbst.ai2 roles916
Jimujmadas.com1 roles
Neolixneolix.cn1 roles160
Teisonteison.com1 roles
Autohomeautohome.com.cn5,500
BYDbydglobal.com570,060
Chijetchijetmotors.com1,439Financial figure available in RadarView in Radar
Leap Motorleapmotor.com9,314Financial figure available in RadarView in Radar
SunCar Technology Groupsuncartech.com528
XPENGheyxpeng.com13,550
Yadeayadea.com.cn12,338Financial figure available in RadarView in Radar
Zeekrzeekrlife.com
Zhongbi Energy Technologycbak.com.cn1,456Financial figure available in RadarView in Radar
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Auto Tech industry KPIs in China

A few useful ratios bring the size of this ecosystem into perspective.

6 August 2026
Hiring participation0.6%

16 of 2,569 tracked companies have open roles.

Funding participation20.6%

528 of 2,569 tracked companies have a recorded round.

Top 3 funding share37.2%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$31.52M

Midpoint of 565 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 37.2% of disclosed capital, while 79.4% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How China auto tech has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

China auto tech
$0$8.71B$17.41B$26.12B$34.82B2016: $17.69B20162017: $30.55B20172018: $10.21B20182019: $8.96B20192020: $12.87B20202021: $15.96B20212022: $10.86B20222023: $9.22B20232024: $4.5B20242025: $7.67B2025
View the numbers
Annual auto tech funding and company formation in China
YearFunding (USD)FoundedRaising
2016$17.69B18569
2017$30.55B14776
2018$10.21B21769
2019$8.96B13646
2020$12.87B15047
2021$15.96B12257
2022$10.86B9641
2023$9.22B10937
2024$4.5B3233
2025$7.67B1818
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • DiDi17.4%
  • Beijing Xiaoju Technology12.6%
  • NIO7.3%
  • Other companies62.8%

Funding by stage

1,076 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel240 22.3%
Series A–B539 50.1%
Series C+ / PE213 19.8%
Grants, debt & other84 7.8%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Series D04/2026
Tage I-Driver

Backed by Anhui Yitong Technology and Tonlyoverseas and others.

Series B04/2026
Ushi Retail

Backed by Qianhai Ark and Qianhai Ark Asset Management and others.

Series B03/2026
ARIDGE $200M

Backed by HSG and Gl-investment and others.

Series D03/2026
QCraft.ai $100M

Backed by Huade Capital Management Group and Broad Vision Funds and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

The measured China identity-to-filing probe did not produce a qualifying designated legal or national-ID join: the scoped identities lack an authoritative Chinese registrar mapping; bare ticker overlaps produced no complete annual revenue and net-income statement groups.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the China companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

24 of the 2,569 companies on this page carry a measured traffic record (0.9%); these are the largest of those, by monthly visits. The median among them is 280,941 visits.

CompanyMonthly visitsAuthorityMobile
Car News Chinacarnewschina.com12,062,5334597.2%
BYDbyd.com10,307,0007167.3%
Autohomeautohome.com.cn3,756,024539.7%
Carnews.comcarnews.com1,410,9034394.4%
Zeekrzeekrlife.com1,245,1314250.5%
ENGWEengwe.com936,5644364.8%
Denzadenza.com564,1994567.6%
PCautopcauto.com.cn428,564326.2%
Segway-Ninebotninebot.com346,0133757.4%
Beijing Che Lixing Information Technologylixiang.com317,881420.7%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

109 of these companies (4.2%) publish at least one Android app — 204 apps in all, carrying 613.3M installs between them.

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Road Transport Tech64592.9MPetal Maps – GPS & Navigation 303.1M
Connected Vehicles4317.9MCarbitLink-EasyConnection 8.9M
Security & Surveillance Technology267.9M70mai 5.3M
Electric Vehicles1012.5MMiniRobot 1.2M
Logistics Tech201.4MSinoTrack PRO 1.2M
Iot Applications31.3MSinoTrack 92.1K
Online Travel31MQEEQ Car Rental 798.2K
Diversified Consumer Electronics Brands6282.7Kstc tv Launcher 233.5K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 52023Q2: 32023Q22023Q3: 42023Q3: 42023Q32023Q4: 62023Q4: 52023Q42024Q1: 42024Q1: 42024Q12024Q2: 42024Q2: 22024Q22024Q3: 52024Q3: 52024Q32024Q4: 102024Q4: 42024Q42025Q1: 42025Q1: 92025Q12025Q2: 22025Q2: 72025Q22025Q3: 42025Q3: 202025Q32025Q4: 22025Q4: 272025Q42026Q1: 52026Q1: 252026Q1

Darker bars are new releases, lighter bars apps updated. 149 of 204 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The China auto tech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Consumer digital1,505
Green transport1,283
Enterprise tech1,276
Electric vehicles1,275
Deep tech545
Electric vehicle charging311
Internet of vehicles305
B2c e-commerce195
Marketplaces175
Saas163
Enterprise software141
Intelligent vehicle cockpits134

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

1505companies
0.5%have hiring activity

8 companies hiring · $111.04B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Physical commerce1,248
E-commerce - product1,241
Subscription763
Commission on transaction449
Fee-for-service277
E-commerce - service273
Advertising139
Renting / leasing34
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Funding roundscatl.com ↗

Chinese electric vehicle giant Contemporary Amperex Technology Co. (CATL) has entered into an agreement with six investors (whose beneficial owners will be independent third parties) to subscribe for 62,385,000 placing shares at the placing price of HK$628.20 ($80.2) per placing shares, raising HK$39.2 billion ($5 billion).

Funding roundsdeepway.com ↗

DeepWay , a developer of autonomous heavy-duty trucks, has secured additional capital in its pre-IPO round, bringing the total raised to more than USD 310 million. The round was led by UAE-based Stone Venture, with participation from NGS Super and Xiamen Guosheng Fund. Existing investors, including ABC Impact and Nanjing Ronghe Venture Capital, also increased their stakes.

IPO activityenvision-aesc.com ↗

The Japan-headquartered EV battery manufacturer, controlled by China’s Envision Group and backed by Singapore’s sovereign wealth fund GIC, is mulling an IPO in Hong Kong that could raise up to $2 billion, Bloomberg reported on Thursday.

IPO activitycasstime.com ↗

Casstime Holdings Ltd., which focuses on China’s automotive aftermarket, has applied to list on the Hong Kong Stock Exchange, with China International Capital Corp (CICC) as the sole sponsor.

Mergers & acquisitionspaidiandong.cn ↗

Nestlé's sale of a multibillion euro stake in its water business has moved forward, with private equity firms CD&R, KKR and PAI advancing to the next round of bidding for the stake.

IPO activityvoyah.com.cn ↗

On March 19, Voyah (07489.HK) officially began trading on the Main Board of the Hong Kong Stock Exchange.

Funding roundssinoits.cn ↗

Sinoits, a smart mobility technology provider, has secured Series B1 funding from Hefei Luzhou Industry Fund.

Funding roundszelostech.com.cn ↗

Zelos, a Chinese autonomous driving technology company, has raised more than USD 300 million in a new funding round, pushing its valuation past RMB 10 billion (USD 1.4 billion).

Funding roundscangoonline.com ↗

Cango received $10.5 million from an equity investment from EWCL in addition to $65 million cumulative investment from entities owned by members of its leadership.

Funding roundsautozi.com ↗

According to the letter, Dr. Zhang plans to purchase Autozi shares incrementally over the next 12 months at USD 5 per share, using personal funds totaling between USD 10 million and USD 30 million.

Full recorded event mix

Top 10 categories among 1,499 recorded events in the 24-month window.

Company announcements
689
Earnings
250
New products
130
Contracts
101
Leadership moves
59
IPO activity
53
Funding rounds
50
Mergers & acquisitions
31
Regulatory
29
Job creation
29
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

18 companies with recorded IPO activity

IPO · Hong Kong1 reports

Follow-on Offering · HK36 reports

Casstime ↗

IPO · Hong Kong Stock Exchange1 reports

Voyah ↗

Direct Listing · Hong Kong Stock Exchange2 reports

IPO1 reports

DeepWay ↗

IPO · Hong Kong2 reports

IPO · Hong Kong2 reports

IPO · Hong Kong1 reports

Leadership moves

17 tracked people moves

BYD ↗
Zhou Yalin

Appointment Chief Financial Officer

SAIC ↗
Toni Townes-Whitley

Departure Previously Chief Executive Officer

SAIC ↗
Retired Navy Adm. Michael Rogers

Appointment Board Member

SAIC ↗
Paul Eremenko

Appointment Board Member

Chen Jinghe

Appointment Advisor

BYD ↗
Malcolm Fryer

Promotion Head of Remarketing and Fleet Operations

BYD ↗
Lars Bialkowski

Appointment Regional Director for the markets of Belgium, the Netherlands, and Luxembourg (Benelux)

Chijet ↗
Jason Miller

Appointment Chief Operating Officer

Contract wins

68 recorded customer wins

Zeekr ↗

Customer: Korean companiesAutomotive

Customer: agricultural bank of chinaBanking

BYD ↗

Customer: grenergyEnergy

Customer: alltrucks

BYD ↗

Customer: localizaAutomotive

VREMT ↗

Customer: Sunwada Power Technology Co., Ltd.Legal Settlement

Workforce actions

3 companies with reported reductions

42 rolescost reduction

SAIC ↗

63 rolesmanagement restructuring

HYCAN ↗

50.0% rolescost reduction

Regulatory events

32 recorded events

Voyah ↗

Hong Kong Stock Exchange

Voyah ↗

issued filing noticeChina Securities Regulatory Commission’s international cooperation department

Voyah ↗

approved in principleHong Kong Stock Exchange

Voyah ↗

approvedNational Development and Reform Commission

Litigation

19 tracked suits

Company
brazil v byd

stop use of disputed technology or pay fineRegulatory · Verdict

Company
Sol IP LLC, IP Bridge v byd

SEP infringementPatent · Filed

Earnings pulse

Reported company results in the recorded window.

31companies
276period observations
23.8%median reported growth

Median across 197 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
stellantisLeap Motor ↗Completed2026-04-30Not stated in snapshot
Contemporary Amperex TechnologyHangzhou Zhonhen Technology InvestmentAnnounced2026-04-10Not stated in snapshot
PAInestléRumored2026-03-27Not stated in snapshot
PAIBanks that had acquired a stake of around 45% in YonderlandCompleted2026-02-04Not stated in snapshot
Uvesco managers trustPAI ↗Rumored2025-10-27Not stated in snapshot
SAICSilverEdge Government SolutionsCompleted2025-10-17$205.0M

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

Recorded hiring and workforce signals from the available source snapshot.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

0 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

600 founders and chief executives across 494 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

39 profiles with education records.

Tsinghua University
8
Hong Kong University of Science and Technology (HKUST)
8
University of Cambridge
5
University of Toronto
3
Zhejiang University
2
Yale University
2
Imperial College London
2
Harvard Business School
2

Prior employers

8 profiles with prior-work records.

Microsoft
2
eBay
2
Goldman Sachs
2
Intel
1
McKinsey
1
Google
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

62,236 articles in the measured 12-month window.

Expand panel +
62,236articles in the measured year
16,365articles in 2026Q1
66.8%positive tone in the latest complete year

News volume trends

Auto Tech coverage across China · articles per complete quarter

06,71913,43720,15626,8742021Q2: 9,0772021Q22021Q3: 10,3742021Q4: 8,4232022Q1: 10,3692022Q2: 10,2712022Q22022Q3: 9,9642022Q4: 11,2552023Q1: 12,7532023Q2: 12,7732023Q22023Q3: 14,1242023Q4: 13,6292024Q1: 14,7322024Q2: 15,5302024Q22024Q3: 15,2392024Q4: 16,6682025Q1: 23,3692025Q2: 17,7482025Q22025Q3: 16,3292025Q4: 13,4702026Q1: 16,3652026Q1
View quarterly article counts
QuarterArticles
2021Q29,077
2021Q310,374
2021Q48,423
2022Q110,369
2022Q210,271
2022Q39,964
2022Q411,255
2023Q112,753
2023Q212,773
2023Q314,124
2023Q413,629
2024Q114,732
2024Q215,530
2024Q315,239
2024Q416,668
2025Q123,369
2025Q217,748
2025Q316,329
2025Q413,470
2026Q116,365

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
23,279 positive · 494 neutral · 8,697 negative
2022
28,832 positive · 831 neutral · 12,171 negative
2023
40,057 positive · 451 neutral · 12,750 negative
2024
43,280 positive · 561 neutral · 18,293 negative
2025
47,302 positive · 876 neutral · 22,679 negative

Leading coverage topics

Auto Tech coverage across China · ranked by full-period article count.

Electric Vehicle (Ev) Technology12,260 articles in the full recorded period
2,669 recent · 3,149 prior
Electric Vehicle (Ev) Technology And Innovations11,174 articles in the full recorded period
2,648 recent · 2,088 prior
Electric Vehicle Charging Infrastructure9,258 articles in the full recorded period
1,917 recent · 2,320 prior
New Product Launches And Innovations6,621 articles in the full recorded period
1,619 recent · 1,399 prior
Alternative Fuel Vehicle Technologies5,214 articles in the full recorded period
1,226 recent · 1,210 prior
Trade Policies And Agreements4,401 articles in the full recorded period
1,318 recent · 2,240 prior
Hybrid Vehicle Development4,354 articles in the full recorded period
891 recent · 902 prior
Strategic Partnerships And Collaborations4,203 articles in the full recorded period
1,096 recent · 878 prior
Supply Chain Disruptions And Logistics Updates4,191 articles in the full recorded period
957 recent · 784 prior
Automotive Industry Market Trends3,818 articles in the full recorded period
1,208 recent · 877 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Auto Tech coverage across China

KeywordRecentPriorChange
vehicle sales forecasts53537742%
automotive segment growth42226460%
automotive industry reports24116943%
autonomous bus23298137%
electric vehicle lightweighting21914056%
robotic taxi service19187120%
rare earth elements extraction17756216%
stablecoin fx impact17342312%
autonomous minibus1537994%
self-driving fleet13354146%
tariff negotiations8201,675-51%
stock performance7541,234-39%
free trade deals422704-40%
stock indices339661-49%
f1 world championship426660-35%

Event and signal lenses

Auto Tech coverage across China

All complete annual cohorts shown
Rising

Regulatory Risk

79,998 classified articles

stock performance, tariff negotiations, stock indices

52.2% critical · 34.8% positive
Rising

Funding Momentum

13,322 classified articles

pre-ipo valuation, ipo prospectus, post-ipo performance

45.8% critical · 46.8% positive
Rising

Growth

51,715 classified articles

ev powertrain advancements, automotive segment growth, electric vehicle r&d

41.3% critical · 44.8% positive

Auto Tech coverage across China. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Auto Tech research is working on

53,340 papers in the recorded worldwide scope.

Expand panel +
53,340papers
53,340worldwide comparison pool
India-affiliated papers

Research orientation

Descriptive
15,643
Problem-identifying
14,600
Promising
11,208
Breakthrough
7,618
Comparative
1,800
Cautionary
1,545
Critical
926

Contribution mix

Empirical
31,760
Methods-led
13,687
Theoretical
3,402
Reviews
2,386
Position pieces
2,105

Tone counts: 45,828 positive · 3,083 neutral · 4,429 negative.

Common problems researchers identify
15,526 papers · 29.1% of this field
  • Humanities3,689 papers
  • Philosophy2,109 papers
  • Order945 papers
  • Persona530 papers
  • Population496 papers
  • Subject417 papers
  • Government336 papers
  • Limiting241 papers

Landmark: A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i>

Cautions
1,545 papers · 2.9% of this field
  • Humanities180 papers
  • Philosophy100 papers
  • Transport engineering73 papers
  • Gynecology37 papers
  • Perception35 papers
  • Order31 papers
  • Adversarial system28 papers
  • Human–computer interaction28 papers

Landmark: Autonomous Vehicle Implementation Predictions: Implications for Transport Planning

Opportunities
18,826 papers · 35.3% of this field
  • Humanities1,220 papers
  • Trajectory1,158 papers
  • Reinforcement learning986 papers
  • Control theory758 papers
  • Robustness738 papers
  • Philosophy702 papers
  • Perception698 papers
  • Object detection634 papers

Landmark: Are we ready for autonomous driving? The KITTI vision benchmark suite

Leading institutions

Karlsruhe Institute of Technology
16,859
Toyota Motor Corporation
15,309
University of Oxford
14,858
University of Bern
14,127
University of Birmingham
13,870
University of Amsterdam
13,778

Leading researchers

Andreas Geiger
17,893
P Lenz
14,099
R. Urtasun
14,099
Susan Mallett
13,903
Penny Whiting
13,697
Anne W.S. Rutjes
13,616
Marie E. Westwood
13,616
Jonathan J. Deeks
13,616

Highly cited breakthrough-labelled papers

  • Are we ready for autonomous driving? The KITTI vision benchmark suite14,099 citations
  • ADASYN: Adaptive synthetic sampling approach for imbalanced learning4,310 citations
  • Multi-view 3D Object Detection Network for Autonomous Driving3,350 citations
  • End to End Learning for Self-Driving Cars3,101 citations
  • Scalability in Perception for Autonomous Driving: Waymo Open Dataset2,877 citations

Common problems researchers identify

13,905 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Social Equity and RepresentationCommon problems researchers identify · 01

Social Equity and Representation

1,059 papers

17.6% of this theme group

Examines gender, identity, and power dynamics in humanitarian and media contexts.

Humanities (304) · Identity (55) · Power (59) · Latin Americans (42)

Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.

Imagens e discursos em campanhas humanitárias: Análise crítica das representações das populações afetadas

Clinical Care and Infection RisksCommon problems researchers identify · 02

Clinical Care and Infection Risks

975 papers

16.2% of this theme group

Focuses on nursing practices, elderly care, and infection prevention during health crises.

Nursing care (60) · Gynecology (47) · Coronavirus disease 2019 (66) · MEDLINE (45)

AVALIAÇÃO DO PERFIL E DA ACEITABILIDADE DE INTERVENÇÕES FARMACÊUTICAS EM PESSOAS IDOSAS HOSPITALIZADAS

Prevenção de infeções associadas aos cateteres venosos periféricos: um olhar sobre as intervenções de estudantes de Mestrado em enfermagem à

Data Governance and Legal ComplianceCommon problems researchers identify · 03

Data Governance and Legal Compliance

876 papers

14.6% of this theme group

Analyzes public policy, cadastral systems, and legal frameworks for personal data handling.

Order (161) · Cadastre (51) · Government (54) · Public policy (32)

Auditoria a sistemas de informação e tecnologias aplicadas

Tratamento de Dados Pessoais em Operações de M&A: um estudo sobre as bases legais aplicáveis e as medidas técnicas e administrativas ado

Ethics and Education in Care SettingsCommon problems researchers identify · 04

Ethics and Education in Care Settings

862 papers

14.4% of this theme group

Discusses philosophical perspectives on education and technology use for vulnerable populations.

Philosophy (704) · Humanities (799) · Persona (24) · Derecho (10)

Educação para pessoas privadas de liberdade

O USO DAS TECNOLOGIAS EDUCACIONAIS PELO ENFERMEIRO APLICADAS AOS CUIDADOS PARA PESSOAS QUE REALIZAM HEMODIÁLISE: REVISÃO DE LITERATURA

Environmental Monitoring and Land UseCommon problems researchers identify · 05

Environmental Monitoring and Land Use

825 papers

13.8% of this theme group

Studies rural environmental registries and spatial changes in protected Amazon regions.

Humanities (150) · Horticulture (14) · Statistical analysis (26) · Amazon rainforest (14)

CONSIDERAÇÕES SOBRE O CADASTRO AMBIENTAL RURAL E SUA IMPLEMENTAÇÃO

ANÁLISE ESPACIAL E TEMPORAL DAS TRANSFORMAÇÕES NA COBERTURA DA TERRA EM ÁREAS DE PROTEÇÃO AMBIENTAL NO ESTADO DE ALAGOAS POR MEIO DE GEOTECN

Pedagogical Innovation and InclusionCommon problems researchers identify · 06

Pedagogical Innovation and Inclusion

749 papers

12.5% of this theme group

Explores technology‑mediated teaching methods and inclusive curricula for diverse learners.

Humanities (161) · Qualitative research (46) · Initial training (27) · Curriculum (16)

INOVAÇÃO PEDAGÓGICA MEDIADAS POR TECNOLOGIAS: CAMINHOS PARA UMA EDUCAÇÃO ATIVA

PRÁTICAS PEDAGÓGICAS INCLUSIVAS MEDIADAS POR LIBRAS: EXPERIÊNCIAS E DESAFIOS NO ENSINO FUNDAMENTAL

Security and Human Factors in Automotive SystemsCommon problems researchers identify · 07

Security and Human Factors in Automotive Systems

654 papers

10.9% of this theme group

Investigates cybersecurity, HCI, and engineering challenges for vehicle automation.

Computer security (83) · Transport engineering (51) · Human–computer interaction (56) · Automotive industry (40)

Planning and Decision-Making for Autonomous Vehicles

Autonomous Vehicle Technology: A Guide for Policymakers

Cautions

1,384 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Medication Safety for Elderly PatientsCautions · 01

Medication Safety for Elderly Patients

274 papers

19.8% of this theme group

Highlights risks of drug regimens and pressure injuries in hospitalized older adults.

Gynecology (35) · CADASIL (16) · Leukoencephalopathy (12) · Internal medicine (12)

Análise da presença de lesão por pressão em pacientes hospitalizados e as principais comorbidades associadas

PERFIL MEDICAMENTOSO E PROBLEMAS RELACIONADOS À FARMACOTERAPIA EM PESSOAS IDOSAS HOSPITALIZADAS

Societal Impacts of Autonomous MobilityCautions · 02

Societal Impacts of Autonomous Mobility

270 papers

19.5% of this theme group

Considers public perception, risk, and broader effects of driverless transport.

Transport engineering (67) · Human–computer interaction (24) · Automotive engineering (20) · Aeronautics (19)

AUTONOMOUS VEHICLES - WHAT COULD THIS MEAN FOR THE FUTURE OF TRANSPORT?

Autonomous Vehicles as Public Transport: Perceptions of Risks and Opportunities for Mobility, the Environment, and Society

Student Well‑Being and EngagementCautions · 03

Student Well‑Being and Engagement

187 papers

13.5% of this theme group

Addresses substance use, vulnerability, and strategies to boost participation in education.

Humanities (106) · Philosophy (75) · Identity (4) · Higher education (4)

Levantamento sobre uso de álcool e outras drogas e vulnerabilidades relacionadas de estudantes de escolas públicas participantes do programa

ADAPTAÇÕES E ESTRATÉGIAS BASEADAS EM EVIDÊNCIAS PARA AUMENTAR A INTERAÇÃO E O ENGAJAMENTO DE ALUNOS COM TEA NAS AULAS DE EDUCAÇÃO FÍSICA

Adversarial Robustness in Perception SystemsCautions · 04

Adversarial Robustness in Perception Systems

171 papers

12.4% of this theme group

Evaluates attacks and defenses targeting vehicle trajectory and object detection models.

Adversarial system (22) · Lidar (15) · Object detection (13) · Robustness (17)

On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles

Revisiting Adversarial Perception Attacks and Defense Methods on Autonomous Driving Systems

Material and Geological Testing LimitsCautions · 05

Material and Geological Testing Limits

171 papers

12.4% of this theme group

Examines uncertainties in structural simulations and porous media assessments.

Cadastre (10) · Materials testing (6) · Geology (8) · Statistical analysis (8)

Método para simulação numérica de paredes divisórias em alvenaria afetadas pelas flechas de estruturas de betão armado

Avaliação da porosidade e colmatação de camadas filtrantes via tomografia computadorizada de raios X e fluidodinâmica computacional

Plant Growth under Saline ConditionsCautions · 06

Plant Growth under Saline Conditions

165 papers

11.9% of this theme group

Studies biomass accumulation and microbial interactions in salt‑stressed crops.

Horticulture (23) · Microbiology (6) · Botany (5) · Bacteria (5)

Acumulação de biomassa e extração de nutrientes por plantas de feijão-de-corda irrigadas com água salina em diferentes estádios de desenvolv

Feijão caupi inoculado com bactérias associadas à adubação nitrogenada no metabolismo e crescimento da planta.

Regulatory Uncertainty and DisclosureCautions · 07

Regulatory Uncertainty and Disclosure

146 papers

10.5% of this theme group

Analyzes how political and tax volatility affect corporate reporting and investment.

Order (15) · Government (10) · Investment (6) · Legislation (6)

INCERTEZA POLÍTICO-ECONÔMICA, AGRESSIVIDADE TRIBUTÁRIA E O EFEITO MODERADOR DO MERCADO DE CRÉDITO NAS EMPRESAS DE CAPITAL ABERTO LISTADAS NA

Informação obrigatória e voluntaria dos intangíveis: nível de divulgação e seus determinantes para as empresas cotadas portuguesas

Opportunities

16,625 papers · 7 recurring themes
7 cards

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Safety and Security Requirements for AutonomyOpportunities · 01

Safety and Security Requirements for Autonomy

1,592 papers

26.5% of this theme group

Develops methods to identify and integrate safety and cybersecurity needs in driverless systems.

Human–computer interaction (176) · Transport engineering (139) · Computer security (91) · Automotive engineering (110)

Systematic Method for Identifying Safety and Security Requirements in Autonomous Driving: Case Study of Autonomous Intersection System

Exploring User Acceptance of Autonomous Vehicles: Impact of Driver and Vehicle Styles

3D Perception and Object Detection AdvancesOpportunities · 02

3D Perception and Object Detection Advances

1,072 papers

17.9% of this theme group

Improves lidar‑based scene analysis and neural networks for autonomous driving safety.

Object detection (228) · Object (139) · Lidar (149) · Point cloud (88)

Road Scene Content Analysis for Driver Assistance and Autonomous Driving

Enhancing Safety Perception in Autonomous Driving Systems Through 3D Object Detection and Neural Network Regression

Predictive Control for Dynamic TrajectoriesOpportunities · 03

Predictive Control for Dynamic Trajectories

807 papers

13.4% of this theme group

Creates model‑predictive planning techniques to navigate obstacles in real‑time.

Trajectory (296) · Control theory (245) · Motion planning (167) · Model predictive control (105)

Dynamic Trajectory Planning and Tracking for Autonomous Vehicle With Obstacle Avoidance Based on Model Predictive Control

Dynamic Trajectory Planning for Vehicle Autonomous Driving

Qualitative Insights into Learning EnvironmentsOpportunities · 04

Qualitative Insights into Learning Environments

800 papers

13.3% of this theme group

Investigates effectiveness of virtual assessment tools and equity‑focused educational experiences.

Humanities (314) · Philosophy (216) · Qualitative research (30) · Order (42)

REFLEXÕES SOBRE A EFETIVIDADE DE FERRAMENTAS DE AVALIAÇÃO DA APRENDIZAGEM EMPREGADAS EM AMBIENTES VIRTUAIS DE APRENDIZAGEM: UM ESTUDO DE CAS

PET-Saúde/Equidade: Contribuições das Experiências Compartilhadas para a Formação Acadêmica e Profissional

Multimodal Materials and Biomedical ResearchOpportunities · 05

Multimodal Materials and Biomedical Research

699 papers

11.7% of this theme group

Explores novel synthesis, characterization, and applications of advanced functional materials.

Horticulture (37) · CADASIL (34) · Traditional medicine (24) · Leukoencephalopathy (23)

ANÁLISE MULTIMODAL E CARACTERIZAÇÃO MOLECULAR DE LESÕES PIGMENTADAS CUTÂNEAS BENIGNAS: AVANÇOS EM DIAGNÓSTICO DIFERENCIAL E IMPLICAÇÕES PARA

SINTESIS YTTRIUM DOPED ZnO DENGAN CAPPING AGENT KIMIA DAN \nBIOLOGI UNTUK PENINGKATAN EFISIENSI FOTOKATALITIK \nDEGRADASI ANTIBIOT

Geospatial Data Integration for InfrastructureOpportunities · 06

Geospatial Data Integration for Infrastructure

686 papers

11.4% of this theme group

Applies BIM and cadastral analytics to simulate environmental conditions and building performance.

Cadastre (79) · Cartography (16) · Statistical analysis (18) · Humanities (54)

BIM, 3D Cadastral Data and AI for Weather Conditions Simulation and Energy Consumption Monitoring

TECNOLOGIAS E INOVAÇÕES APLICADAS ÀS FASES DE ACABAMENTO EM EDIFÍCIOS DE MÚLTIPLOS PAVIMENTOS

Reinforcement Learning for Driving DecisionsOpportunities · 07

Reinforcement Learning for Driving Decisions

344 papers

5.7% of this theme group

Leverages RL to improve collision avoidance and behavior planning in autonomous vehicles.

Reinforcement learning (312) · Reinforcement (63) · Action (24) · Human–computer interaction (37)

Deep-Reinforcement-Learning-Based Collision Avoidance of Autonomous Driving System for Vulnerable Road User Safety

An Integrated Framework of Lateral and Longitudinal Behavior Decision-Making for Autonomous Driving Using Reinforcement Learning

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Descriptive29.3%17.2%
Problem-identifying27.4%9.8%
Promising21.0%37.4%
Breakthrough14.3%26.4%
Comparative3.4%3.9%
Cautionary2.9%4.4%
Critical1.7%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Safety & misuseNO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles1130.24%27 (23.9%)0.24%
Privacy & surveillanceExploring expert perceptions about the cyber security and privacy of Connected and Autonomous Vehicles: A thematic analy920.2%25 (27.2%)0.2%
Bias & fairnessBias behind the Wheel: Fairness Testing of Autonomous Driving Systems80.02%3 (37.5%)0.02%
Energy & datacenter footprintA Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services70.01%0 (0.0%)0.01%
Water useEnhanced AEC Qualification of 5nm AI Processor with Liquid Cooling for Level 4 Autonomous Driving10.0%1 (100.0%)0.0%
Labour & data workO sofrimento feminino na pandemia de COVID-19: como vulnerabilidades das mulheres foram reforçadas na crise sanitária10.0%1 (100.0%)0.0%
Concentration of compute powerTransport Policy Optimization with Autonomous Vehicles10.0%1 (100.0%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

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UNDERSTAND THE LANDSCAPE

Auto Tech in China: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 6 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
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