Radar · Industry landscape · China
Auto Tech Landscape of China
2,569 Auto Tech companies in China, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about and where the research is going. Updated August 2026.
2,569companies tracked
$144.3Bdisclosed funding
16hiring right now
1,499events · 24 months
62,236news articles · 12 months
Who leads Auto Tech in China
Shows the top Auto Tech firms in China by size, funding, hiring activity and media coverage, noting 2,569 companies tracked, 16 currently hiring and 353 with disclosed funding rounds.
open roles
Hiring now
ranked by live open roles
- 01
Deeproute.ai4last posted Jun 2026
- 02
Freetech3last posted Jun 2026
- 03
A123 Systems3last posted Feb 2026
- 04
Black Sesame Technologies2last posted Oct 2025
- 05
Teison1last posted Jun 2026
- 06
Neolix1last posted Jun 2026
- 07
Jimu1last posted Jun 2026
- 08
Contemporary Amperex Technology1last posted Nov 2025
16 companies hiring · 1 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
DiDi$25.1BPost IPO · Oct 2023
- 02
Beijing Xiaoju Technology$18.1BSeries G · Dec 2017
- 03
NIO$10.5BPost IPO · Jun 2024
- 04
- 05
BYD$6.8BPost IPO · Mar 2025
- 06
WM Motor$6.4BSeries D · Dec 2021
- 07
Guazi$4.8BSeries E · Jun 2021
- 08
Xiaopeng$3.4BPost IPO · Mar 2021
353 companies with disclosed rounds · $144.3B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
Zhongbi Energy Technology$23.1MFY2018 filing
- 02
Chijet$9.5Msnapshot Dec 2023
- 03
Leap Motor$8.9MFY2024 filing
- 04
Yadea$5.1MFY2023 filing
- 05
5 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
BYD570,060tracked employees
- 02
- 03
- 04
XPENG13,550tracked employees
- 05
- 06
- 07
Autohome5,500tracked employees
- 08
41 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
- 03
- 04
- 05
- 06
- 07
SunCar Technology Group1.9%45 tracked events
- 08
Zeekr1.7%41 tracked events
2,361 tracked events across 71 companies
articles
In the news
Prism news coverage, last 12 months
- 01
- 02
- 03
- 04
- 05
SPACE Technology466articles in the window
- 06
SAIC463articles in the window
- 07
- 08
Ehang167articles in the window
82 of these companies drew sector coverage in the window
Radar
See all 2,569 Auto Tech companies in China
Filter by funding, headcount, hiring and location, and export the list.
How the Auto Tech ecosystem in China grew, 2016–2025
Displays the annual count of new Auto Tech companies from 2016 to 2025, highlighting a peak of 217 startups in 2018 and 18 founded in 2025.
Companies founded / year
new Auto Tech companies in China
20162025
peak 217 in 2018
Companies raising / year
with a disclosed round that year
20162025
peak 76 in 2017
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $30.5B in 2017
Where Auto Tech companies in China are based
Lists the Chinese cities with the most Auto Tech firms, led by Shenzhen with 433 companies, followed by Beijing, Shanghai, Guangzhou and Hangzhou.
Hub 01
Shenzhen
433 Auto Tech companies
31% of the Auto Tech companies across these hubs
433companies
$11.2Bdisclosed funding
2hiring now
Hub 02
Beijing
280 Auto Tech companies
20% of the Auto Tech companies across these hubs
280companies
$50.1Bdisclosed funding
3hiring now
Hub 03
Shanghai
230 Auto Tech companies
16% of the Auto Tech companies across these hubs
230companies
$28.7Bdisclosed funding
Hub 04
Guangzhou
137 Auto Tech companies
10% of the Auto Tech companies across these hubs
137companies
$6.6Bdisclosed funding
Hub 05
Hangzhou
96 Auto Tech companies
7% of the Auto Tech companies across these hubs
96companies
$6.4Bdisclosed funding
2hiring now
Hub 06
Hong Kong
85 Auto Tech companies
6% of the Auto Tech companies across these hubs
85companies
$174.5Mdisclosed funding
2hiring now
generated artwork
Hub 07
Wuxi
74 Auto Tech companies
5% of the Auto Tech companies across these hubs
74companies
$114.7Mdisclosed funding
1hiring now
Hub 08
Changzhou
68 Auto Tech companies
5% of the Auto Tech companies across these hubs
68companies
$150.6Mdisclosed funding
1hiring now
The Auto Tech market map of China: what these companies actually do
- Consumer Digital1,505 companies · $111B raised · 8 hiring
- Green Transport1,283 companies · $58.9B raised · 8 hiring
- Enterprise Tech1,276 companies · $67.9B raised · 14 hiring
- Electric Vehicles1,275 companies · $58.4B raised · 8 hiring
- Deep Tech545 companies · $25.5B raised · 12 hiring
- Electric Vehicle Charging311 companies · $1.1B raised · 5 hiring
- Internet of Vehicles305 companies · $13.3B raised · 6 hiring
- B2C E-Commerce195 companies · $55.3B raised · 1 hiring
- Marketplaces175 companies · $55.4B raised · 1 hiring
- SaaS163 companies · $5.1B raised · 2 hiring
- Enterprise Software141 companies · $3.9B raised · 1 hiring
- Intelligent Vehicle Cockpits134 companies · $5.8B raised · 2 hiring
Monetization
How Auto Tech companies make money
How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Physical Commerce1,248
E-Commerce - Product1,241
Subscription763
Commission on Transaction449
Fee-For-Service277
E-Commerce - Service273
Advertising139
Renting / Leasing34
Funding, M&A and the deals moving Auto Tech in China
Counts 1,499 corporate events over the past two years, including announcements, earnings releases, new product launches, contracts and key‑person updates.
Announcement 689Earnings 250Product 130Contracts 101Leadership 59IPO 53Funding 50M&A 31Regulatory 29Jobs 29
- FundingChinese 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).2026-04-28
- FundingDeepWay , 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.2026-04-28
- IPOThe 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.2026-04-17
- IPOCasstime 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.2026-04-13
- M&ANestlé'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.2026-03-27
- IPOOn March 19, Voyah (07489.HK) officially began trading on the Main Board of the Hong Kong Stock Exchange.2026-03-20
- FundingSinoits, a smart mobility technology provider, has secured Series B1 funding from Hefei Luzhou Industry Fund.2026-03-10
- FundingZelos, 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).2026-02-25
- FundingCango 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.2026-02-13
- FundingAccording 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.2026-01-28
Mergers and acquisitions
Deals from the last 24 months where a Auto Tech company in China was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
| Acquirer | Target | Deal value | Status | Date |
|---|---|---|---|---|
| undisclosed | Completed | 2026-04-30 | ||
| Hangzhou Zhonhen Technology Investment | undisclosed | Announced | 2026-04-10 | |
| undisclosed | Rumored | 2026-03-27 | ||
| Banks that had acquired a stake of around 45% in Yonderland | undisclosed | Completed | 2026-02-04 | |
| Uvesco managers trust | undisclosed | Rumored | 2025-10-27 | |
| $205M | Completed | 2025-10-17 |
Who is listing, hiring leaders, launching and winning work
Provides details on notable events like IPO filings, leadership changes, product launches and contract wins within the sector.
IPO pipeline
18 companies listed or filing · last 24 months
Envision AESCIPO · Hong Kong · 1 reportApr 2026
CasstimeIPO · Hong Kong Stock Exchange · 1 reportApr 2026
VoyahDirect Listing · Hong Kong Stock Exchange · 07489.HK · 2 reportsMar 2026
DeepWayIPO · Hong Kong · 2 reportsJan 2026
Banma Network TechnologyIPO · Hong Kong · 2 reportsJan 2026
XPENG AEROHTIPO · Hong Kong · 1 reportJan 2026
Leadership moves
17 tracked people moves · last 12 months
Product launches
tracked launches · last 12 months
Hesai TechnologyPicasso (Lidar SPAD-SoC Platform)Apr 2026
Contract wins
68 customer wins · last 24 months
SUPERPANTHERwon alltrucksMar 2026
VREMTwon Sunwada Power Technology Co., Ltd.Feb 2026
Workforce actions
3 companies cutting roles · last 24 months
HYCAN~50% of workforce reported · cost reductionNov 2024
Regulatory & litigation
32 regulatory events · 19 tracked suits · 24 months
- brazil v bydstop use of disputed technology or pay fine · VerdictApr 2026
- Sol IP LLC, IP Bridge v bydSEP infringement · FiledApr 2026
Earnings pulse
companies reporting results · last 24 months
31 companies reporting276 company-quarters trackedbeat 17miss 21in line 3
Half of these companies grew revenue faster than +23.8%, half slower.
Who is building Auto Tech in China
Profiles 600 founders and CEOs across 494 firms, noting frequent alma maters such as Tsinghua and HKUST and prior employers like Microsoft and eBay.
Founders and chief executives12 of 600, from the best-funded companies on this page
Ex-VA Sciences. RMIT University BS 2016, MS 2018
Shanghai University MBA 2002, Tongji University EMBA 2007
Founder Guazi.com, Maodou.com, CEO Chehaoduo Group. Yale University, Tianjin University
Founder Autohome, ex- NIO, Siwei Tuxin Technology.
Ex - Appster
Ex-SenseTime · Nankai University BS 2009, University of Chinese Academy of Sciences PhD 2015
Ex-Baidu, TORO MOTOR GROUP, BMW. Guizhou Institute of Finance and Economics 2009
repeat founder
Founder & CEO Big Car Search, ex-Car Rentals in China. Nanjing University of Aeronautics and Astronautics 1995…
Shandong University of Finance and Economics
Where the founders studied
alma mater on record for 39 of 600 founders
Tsinghua University8
Hong Kong University of Science and Technology (HKUST)8
University of Cambridge5
University of Toronto3
Zhejiang University2
Yale University2
Imperial College London2
Harvard Business School2
Where they worked before
a previous employer on record for 8 of 600 founders
Microsoft2
eBay2
Goldman Sachs2
Intel1
McKinsey1
Google1
Founders flagged as repeat founders
of 474 founders with a profile on this page
7
carry a repeat-founder flag
- flagged as repeat founders7
- no repeat-founder flag467
Radar
Look up the people behind Auto Tech companies in China
Search founders, executives and operators by company, role and location.
Who funds Auto Tech in China
Summarizes 1,076 funding rounds since 2016 from 1,120 investors, with an average round size of $31.5 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Tencent | 35 | 19 | Feb 2026 |
| IDG Capital | 25 | 12 | Jan 2024 |
| Hillhouse | 25 | 9 | Apr 2026 |
| Shunwei Capital | 20 | 5 | Dec 2022 |
| NIO Capital | 19 | 11 | Dec 2023 |
| Matrix Partners China | 19 | 9 | May 2023 |
| Legend Capital | 18 | 8 | Apr 2026 |
| Yunqi Partners | 15 | 1 | Sep 2023 |
| 5Y Capital | 13 | 6 | May 2022 |
| Alibaba Group | 12 | 5 | Oct 2021 |
Stage mix · rounds since 2016
Seed & Angel240
Series A–B539
Series C+ / PE213
Grants, debt & other84
The typical round is $31.5M — half were bigger, half smaller.
The biggest Auto Tech funding rounds in China
Highlights the largest disclosed round—a $5.5 billion Series G for Beijing Xiaoju Technology—and lists ten other large recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Gmega-round | $5.5B | Apr 2017 | Silver Lake, China Merchants Bank, Bank of Communications +1 more | |
| Series Gmega-round | $5.5B | Apr 2017 | Silver Lake, China Merchants Bank, Bank of Communications +1 more | |
| Series Fmega-round | $4.5B | Jun 2016 | Apple, China Life Insurance, Tencent +4 more | |
| Series Fmega-round | $4.5B | Jun 2016 | Apple, Tencent, Alibaba Group +6 more | |
| Series Hmega-round | $4B | Dec 2017 | Mubadala, SoftBank Vision Fund | |
| Series Gmega-round | $4B | Dec 2017 | Mubadala, SoftBank Capital | |
| Series Emega-round | $2B | Jul 2015 | Tencent, Coatue, Temasek +3 more | |
| Series Emega-round | $2B | Jul 2015 | Tencent, Coatue, Temasek +3 more | |
| Series Bmega-round | $1.8B | Dec 2017 | Ameba Capital, Tencent, China Money Network +1 more | |
| Series Bmega-round | $1.7B | Jul 2017 | BAIC, China Cinda |
Venture round sizes · 2023–2025
<$1M3
$1–10M6
$10–50M38
$50–250M25
>$250M7
79 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series C$300MApr 2026
Series DundisclosedApr 2026
Series BundisclosedApr 2026
SeedundisclosedApr 2026
Series B$200MMar 2026
Series D$100MMar 2026
Series A$21.7MMar 2026
Series C$300MFeb 2026
What the news says about Auto Tech in China
Records 62,236 news articles in the last year, most often covering electric‑vehicle technology, charging infrastructure and new product innovations.
News volume
Auto Tech coverage across China · articles per quarter
2021Q22026Q1
peak 23,369 in 2025Q1 · 62,236 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 72% → 67%, negative 27% → 32% across 2021–2025.
What the coverage is about
The subjects that dominate Auto Tech news in China. The arrow shows whether each one is being written about more or less than a year ago.
- Electric vehicle (ev) technology12,260▼-15%
- Electric vehicle (ev) technology and innovations11,174▲+27%
- Electric vehicle charging infrastructure9,258▼-17%
- New product launches and innovations6,621▲+16%
- Alternative fuel vehicle technologies5,214→+1%
- Trade policies and agreements4,401▼-41%
- Hybrid vehicle development4,354→-1%
- Strategic partnerships and collaborations4,203▲+25%
- Supply chain disruptions and logistics updates4,191▲+22%
- Automotive industry market trends3,818▲+38%
Most-covered companies · last 12 months
- 6,876
- 1,717
- 1,007
- 669
- 466
- 463
- 168
- 167
- 85
- 84
82 Auto Tech companies here were named in the news over this period.
Prism
Watch Auto Tech coverage in China as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter
Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
vehicle sales forecasts+42%automotive segment growth+60%automotive industry reports+43%autonomous bus+137%electric vehicle lightweighting+56%robotic taxi service+120%rare earth elements extraction+216%stablecoin fx impact+312%autonomous minibus+94%self-driving fleet+146%
tariff negotiations-51%stock performance-39%free trade deals-40%stock indices-49%f1 world championship-35%
The pressures the press keeps returning to
Three recurring angles in China Auto Tech coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
79,998 articles touch this dimension · 52.2% critical tone
20212025
signals: stock performance, tariff negotiations, stock indices
Funding Momentum ▲ rising
13,322 articles touch this dimension · 45.8% critical tone
20212025
signals: pre-ipo valuation, ipo prospectus, post-ipo performance
Growth ▲ rising
51,715 articles touch this dimension · 41.3% critical tone
20212025
signals: ev powertrain advancements, automotive segment growth, electric vehicle r&d
What Auto Tech research is working on
Counts 53,340 academic papers on Auto Tech, dividing them into identified problems (15,526), cautions (1,545) and opportunities (18,826).
How this field talks about itself
Auto Tech papers (gold) against all published research (grey)
Descriptive29.3% · 17.2%1.7×
Problem-identifying27.4% · 9.8%2.8×
Promising21.0% · 37.4%0.6×
Breakthrough14.3% · 26.4%0.5×
Comparative3.4% · 3.9%≈ par
Cautionary2.9% · 4.4%0.7×
Auto Tech literature runs 1.7× more “descriptive” than science at large (29.3% vs 17.2% baseline).
How the work is done
Empirical59.5%
Methods-led25.7%
Theoretical6.4%
Reviews4.5%
Position pieces3.9%
How the research reads
86% positive · 6% neutral · 8% negative, across 53,340 papers.
The institutions behind the field
- 17k
- 15k
- 15k
- 14k
- 14k
- 14k
ranked by how often their work is cited
Researchers who shaped it
Andreas Geiger · P Lenz · R. Urtasun · Susan Mallett · Penny Whiting · Anne W.S. Rutjes · Marie E. Westwood · Jonathan J. Deeks
The most-cited breakthroughs
- Are we ready for autonomous driving? The KITTI vision benchmark suite · 14k cites
- ADASYN: Adaptive synthetic sampling approach for imbalanced learning · 4k cites
- Multi-view 3D Object Detection Network for Autonomous Driving · 3k cites
- End to End Learning for Self-Driving Cars · 3k cites
- Scalability in Perception for Autonomous Driving: Waymo Open Dataset · 3k cites
Common problems researchers identify13,905 papers · 7 recurring themes
Problems · theme 01
Social Equity and Representation
1,059 papers · 17.6% of this block
Examines gender, identity, and power dynamics in humanitarian and media contexts.
Humanities · Identity · Power · Latin Americans
“Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.”
1059 of these papers raise it as a problem
Problems · theme 02
Clinical Care and Infection Risks
975 papers · 16.2% of this block
Focuses on nursing practices, elderly care, and infection prevention during health crises.
Nursing care · Gynecology · Coronavirus disease 2019 · MEDLINE
“AVALIAÇÃO DO PERFIL E DA ACEITABILIDADE DE INTERVENÇÕES FARMACÊUTICAS EM PESSOAS IDOSAS HOSPITALIZADAS”
975 of these papers raise it as a problem
Problems · theme 03
Data Governance and Legal Compliance
876 papers · 14.6% of this block
Analyzes public policy, cadastral systems, and legal frameworks for personal data handling.
Order · Cadastre · Government · Public policy
“Auditoria a sistemas de informação e tecnologias aplicadas”
876 of these papers raise it as a problem
Problems · theme 04
Ethics and Education in Care Settings
862 papers · 14.4% of this block
Discusses philosophical perspectives on education and technology use for vulnerable populations.
Philosophy · Humanities · Persona · Derecho
“Educação para pessoas privadas de liberdade”
862 of these papers raise it as a problem
Problems · theme 05
Environmental Monitoring and Land Use
825 papers · 13.8% of this block
Studies rural environmental registries and spatial changes in protected Amazon regions.
Humanities · Horticulture · Statistical analysis · Amazon rainforest
“CONSIDERAÇÕES SOBRE O CADASTRO AMBIENTAL RURAL E SUA IMPLEMENTAÇÃO”
825 of these papers raise it as a problem
Problems · theme 06
Pedagogical Innovation and Inclusion
749 papers · 12.5% of this block
Explores technology‑mediated teaching methods and inclusive curricula for diverse learners.
Humanities · Qualitative research · Initial training · Curriculum
“INOVAÇÃO PEDAGÓGICA MEDIADAS POR TECNOLOGIAS: CAMINHOS PARA UMA EDUCAÇÃO ATIVA”
749 of these papers raise it as a problem
Problems · theme 07
Security and Human Factors in Automotive Systems
654 papers · 10.9% of this block
Investigates cybersecurity, HCI, and engineering challenges for vehicle automation.
Computer security · Transport engineering · Human–computer interaction · Automotive industry
“Planning and Decision-Making for Autonomous Vehicles”
654 of these papers raise it as a problem
Cautions1,384 papers · 7 recurring themes
Cautions · theme 01
Medication Safety for Elderly Patients
274 papers · 19.8% of this block
Highlights risks of drug regimens and pressure injuries in hospitalized older adults.
Gynecology · CADASIL · Leukoencephalopathy · Internal medicine
“Análise da presença de lesão por pressão em pacientes hospitalizados e as principais comorbidades associadas”
274 of these papers raise it as a problem
Cautions · theme 02
Societal Impacts of Autonomous Mobility
270 papers · 19.5% of this block
Considers public perception, risk, and broader effects of driverless transport.
Transport engineering · Human–computer interaction · Automotive engineering · Aeronautics
“AUTONOMOUS VEHICLES - WHAT COULD THIS MEAN FOR THE FUTURE OF TRANSPORT?”
270 of these papers raise it as a problem
Cautions · theme 03
Student Well‑Being and Engagement
187 papers · 13.5% of this block
Addresses substance use, vulnerability, and strategies to boost participation in education.
Humanities · Philosophy · Identity · Higher education
“Levantamento sobre uso de álcool e outras drogas e vulnerabilidades relacionadas de estudantes de escolas públicas participantes do programa”
187 of these papers raise it as a problem
Cautions · theme 04
Adversarial Robustness in Perception Systems
171 papers · 12.4% of this block
Evaluates attacks and defenses targeting vehicle trajectory and object detection models.
Adversarial system · Lidar · Object detection · Robustness
“On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles”
171 of these papers raise it as a problem
Cautions · theme 05
Material and Geological Testing Limits
171 papers · 12.4% of this block
Examines uncertainties in structural simulations and porous media assessments.
Cadastre · Materials testing · Geology · Statistical analysis
“Método para simulação numérica de paredes divisórias em alvenaria afetadas pelas flechas de estruturas de betão armado”
171 of these papers raise it as a problem
Cautions · theme 06
Plant Growth under Saline Conditions
165 papers · 11.9% of this block
Studies biomass accumulation and microbial interactions in salt‑stressed crops.
Horticulture · Microbiology · Botany · Bacteria
“Acumulação de biomassa e extração de nutrientes por plantas de feijão-de-corda irrigadas com água salina em diferentes estádios de desenvolv”
165 of these papers raise it as a problem
Cautions · theme 07
Regulatory Uncertainty and Disclosure
146 papers · 10.5% of this block
Analyzes how political and tax volatility affect corporate reporting and investment.
Order · Government · Investment · Legislation
“INCERTEZA POLÍTICO-ECONÔMICA, AGRESSIVIDADE TRIBUTÁRIA E O EFEITO MODERADOR DO MERCADO DE CRÉDITO NAS EMPRESAS DE CAPITAL ABERTO LISTADAS NA”
146 of these papers raise it as a problem
Opportunities16,625 papers · 7 recurring themes
Opportunities · theme 01
Safety and Security Requirements for Autonomy
1,592 papers · 26.5% of this block
Develops methods to identify and integrate safety and cybersecurity needs in driverless systems.
Human–computer interaction · Transport engineering · Computer security · Automotive engineering
“Systematic Method for Identifying Safety and Security Requirements in Autonomous Driving: Case Study of Autonomous Intersection System”
Opportunities · theme 02
3D Perception and Object Detection Advances
1,072 papers · 17.9% of this block
Improves lidar‑based scene analysis and neural networks for autonomous driving safety.
Object detection · Object · Lidar · Point cloud
“Road Scene Content Analysis for Driver Assistance and Autonomous Driving”
Opportunities · theme 03
Predictive Control for Dynamic Trajectories
807 papers · 13.4% of this block
Creates model‑predictive planning techniques to navigate obstacles in real‑time.
Trajectory · Control theory · Motion planning · Model predictive control
“Dynamic Trajectory Planning and Tracking for Autonomous Vehicle With Obstacle Avoidance Based on Model Predictive Control”
Opportunities · theme 04
Qualitative Insights into Learning Environments
800 papers · 13.3% of this block
Investigates effectiveness of virtual assessment tools and equity‑focused educational experiences.
Humanities · Philosophy · Qualitative research · Order
“REFLEXÕES SOBRE A EFETIVIDADE DE FERRAMENTAS DE AVALIAÇÃO DA APRENDIZAGEM EMPREGADAS EM AMBIENTES VIRTUAIS DE APRENDIZAGEM: UM ESTUDO DE CAS”
Opportunities · theme 05
Multimodal Materials and Biomedical Research
699 papers · 11.7% of this block
Explores novel synthesis, characterization, and applications of advanced functional materials.
Horticulture · CADASIL · Traditional medicine · Leukoencephalopathy
“ANÁLISE MULTIMODAL E CARACTERIZAÇÃO MOLECULAR DE LESÕES PIGMENTADAS CUTÂNEAS BENIGNAS: AVANÇOS EM DIAGNÓSTICO DIFERENCIAL E IMPLICAÇÕES PARA”
Opportunities · theme 06
Geospatial Data Integration for Infrastructure
686 papers · 11.4% of this block
Applies BIM and cadastral analytics to simulate environmental conditions and building performance.
Cadastre · Cartography · Statistical analysis · Humanities
“BIM, 3D Cadastral Data and AI for Weather Conditions Simulation and Energy Consumption Monitoring”
Opportunities · theme 07
Reinforcement Learning for Driving Decisions
344 papers · 5.7% of this block
Leverages RL to improve collision avoidance and behavior planning in autonomous vehicles.
Reinforcement learning · Reinforcement · Action · Human–computer interaction
“Deep-Reinforcement-Learning-Based Collision Avoidance of Autonomous Driving System for Vulnerable Road User Safety”
Prism
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Research themes, patent activity and the companies commercialising them, in one place.
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering China. Counts are of companies we track, not of every company that exists. Updated August 2026.
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