the Netherlands’s
ai industry,
in focus.

Scalable Cloud and Edge Challenges

24.1% of this theme group

Papers discuss limitations in scaling cloud and edge infrastructures and handling high data rates.

Cloud computing (1,335) · Edge computing (119) · Enhanced Data Rates for GSM Evolution (99) · Scalability (137)

Cloud Computing: Issues and Challenges

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches

Representation and Benchmarking Issues

23.4% of this theme group

Works examine difficulties in learning robust representations and evaluating models with reliable benchmarks.

Benchmark (68) · Representation (38) · Language model (24) · Pattern recognition (28)

Representation Learning: A Review and New Perspectives

Machine Learning Interpretability: A Survey on Methods and Metrics

Cloud Security Vulnerabilities

14.5% of this theme group

Research highlights threats to data and services in cloud environments and gaps in protection mechanisms.

Computer security (285) · Cloud computing security (257) · Cloud computing (713) · Data security (56)

An analysis of security issues for cloud computing

Cloud computing security threats and responses

AI Applications and Governance Risks

13.5% of this theme group

Studies explore societal and governance implications of deploying AI across diverse domains.

Applications of artificial intelligence (104) · Human intelligence (31) · Generative grammar (62) · Corporate governance (55)

DEVELOPMENT OF ARTIFICIAL INTELLIGENCE AND ITS RISKS: TECHNOLOGICAL PROGRESS AND THE FUTURE OF HUMANITY

Artificial intelligence agents and agentic AI systems: Architectures, capabilities, applications, challenges, and future directions

Integrated Circuit Design Limits

10.2% of this theme group

Articles address reliability, performance, and variability challenges in modern semiconductor circuits.

Integrated circuit (127) · Electronic circuit (81) · Transistor (47) · CMOS (40)

Quantitatively analyzing the performance of integrated circuits and their reliability

Analog/Mixed-Signal Circuit Synthesis Enabled by the Advancements of Circuit Architectures and Machine Learning Algorithms

Digital Transformation Obstacles

7.6% of this theme group

Analyses focus on hurdles faced by organizations adopting cloud‑based digital economies and Industry 4.0.

Digital transformation (156) · Cloud computing (310) · Digital economy (44) · Industry 4.0 (42)

Digital Transformation in Business: Opportunities and Challenges

Digital Transformation in a Modern Organization: Opportunities and Challenges

Energy Management in Microgrids

6.8% of this theme group

Papers investigate optimization and control problems for efficient energy use in distributed grids.

Energy management (79) · Energy management system (39) · Heat pump (38) · Energy (43)

Energy management in microgrid and multi‐microgrid

Intelligent Energy Management System of a Microgrid Using Optimization Techniques

Robustness of Pattern and Language Models

28.1% of this theme group

Research warns about overfitting, evaluation bias, and stability concerns in modern learning systems.

Pattern recognition (26) · Language model (20) · Benchmark (32) · Robustness (34)

Making better M <scp>axent</scp> models of species distributions: complexity, overfitting and evaluation

Causal Representation Learning on High-Dimensional Data: Benchmarks, Reproducibility, and Evaluation Metrics

Cloud and Virtualization Performance Risks

14.2% of this theme group

Works caution about latency, resource contention, and reliability issues in virtualized cloud services.

Cloud computing (225) · Operating system (44) · Distributed computing (22) · Virtualization (20)

Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing

Optimizing low latency public cloud systems: Strategies for network, compute and storage efficiency

AI Impact on Education and Psychology

13.8% of this theme group

Studies raise concerns about ethical, methodological, and societal effects of AI in learning and mental health.

Applications of artificial intelligence (39) · Generative grammar (52) · Transformative learning (22) · MEDLINE (17)

Artificial Intelligence toward Sustainable Impact Accelerator through Education, Research, and Advocacy: Critical Assessments

Artificial intelligence (AI) in psychology: a commentary on AI’s emerging role and the ensuing conversation.

Atmospheric Modeling Cloud Biases

13.3% of this theme group

Papers highlight systematic errors in climate and aerosol simulations due to cloud representation.

Aerosol (57) · Atmospheric sciences (49) · Meteorology (41) · Satellite (47)

Exposing Global Cloud Biases in the Community Atmosphere Model (CAM) Using Satellite Observations and Their Corresponding Instrument Simulat

Challenges in global climate models to represent cloud response to aerosols: insights from volcanic eruptions

Process Variability in Circuit Fabrication

12.4% of this theme group

Research points to manufacturing tolerances and radiation effects that threaten circuit reliability.

Electronic circuit (40) · Integrated circuit (33) · Transistor (23) · CMOS (22)

Evaluating the Impact of Process Variability and Radiation Effects on Different Transistor Arrangements

The Impact of Process Variations on the Thermo-Mechanical Behavior of 3D Integrated Circuits

Cloud Adoption and Data Governance

10.2% of this theme group

Analyses discuss privacy, compliance, and management challenges as enterprises move to cloud platforms.

Cloud computing (173) · Digital transformation (37) · Information technology (21) · Big data (27)

The impact of cloud computing technology on cloud accounting adoption and financial management of businesses

Evolution, impact, and future of cloud computing

Encryption and Cloud Security Gaps

8.1% of this theme group

Works emphasize weaknesses in current encryption schemes and threat vectors targeting cloud data.

Cloud computing (111) · Computer security (34) · Cloud computing security (34) · Encryption (22)

Secure cloud computing: Benefits, risks and controls

A survey of risks, threats and vulnerabilities in cloud computing

Robust Representation Learning Advances

34.4% of this theme group

Papers propose new architectures and training methods to improve model robustness and feature quality.

Pattern recognition (165) · Convolutional neural network (122) · Representation (86) · Robustness (126)

Accelerating Deep Learning Inference for Brain Tumor Segmentation: A Review of Architectures, Frameworks, and Clinical Translation

FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction

AI‑Driven Cloud Scalability Solutions

21.2% of this theme group

Research showcases machine‑learning techniques for dynamic resource allocation, scheduling, and IoT integration.

Cloud computing (1,056) · Scalability (206) · Scheduling (105) · Internet of Things (94)

AI-DRIVEN CLOUD COMPUTING: MACHINE LEARNING MODELS FOR DYNAMIC RESOURCE ALLOCATION, TASK SCHEDULING, AND PERFORMANCE OPTIMIZATION

Integrating Artificial Intelligence with Cloud Platforms to Optimize Performance, Scalability, and Reliability in Distributed Computing Syst

Next‑Generation Integrated Circuit Designs

13.6% of this theme group

Studies present innovative on‑chip sensors and optimization methods for resilient, low‑power hardware.

Integrated circuit (118) · Electronic circuit (107) · CMOS (91) · Chip (71)

Design of On-Chip Lightweight Sensors for Effective Detection of Recycled ICs

Hierarchical Analog/Mixed-Signal Circuit Optimization Under Process Variations and Tuning

Secure Cloud Encryption and IDS

10.5% of this theme group

Works develop hybrid cryptography and intelligent intrusion detection to protect cloud workloads.

Encryption (135) · Cloud computing (462) · Computer security (87) · Intrusion detection system (62)

A Secure and Intelligent Data Transfer System for Cloud Environments using Hybrid Cryptography and Deep Learning-based Intrusion Detection

MULTI-LAYERED AUTHENTICATION AND ENCRYPTION FOR CLOUD SAFETY

Smart Grid Energy Management

8.0% of this theme group

Papers explore IoT‑enabled systems for optimizing microgrid operation and integrating renewable sources.

Energy management (188) · Energy management system (111) · Microgrid (70) · Smart grid (70)

Design and Implementation of a Microgrid Energy Management System

Study of Energy Management System and IOT Integration in Smart Grid

Point‑Cloud Processing Enhancements

7.5% of this theme group

Research introduces augmentation and deep‑learning techniques for more accurate 3‑D object classification.

Point cloud (188) · Cloud computing (301) · Lidar (34) · Satellite (39)

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Enhanced Point Cloud Object Classification using Convolutional Neural Networks and Bearing Angle Image

Edge Computing for Mobile Data

4.8% of this theme group

Studies present methods for secure, efficient data handling and sensor integration at the network edge.

Enhanced Data Rates for GSM Evolution (154) · Edge computing (120) · Edge device (52) · Mobile edge computing (30)

Secure Data Sharing and Searching at the Edge of Cloud-Assisted Internet of Things

Implementasi Edge Computing untuk Optimalisasi Pengumpulan Data Sensor pada Smart Building

Amsterdam

61.6% across the displayed hubs

7 companies hiring · $4.3B disclosed funding

Rotterdam

8.0% across the displayed hubs

0 companies hiring · $8.3M disclosed funding

Utrecht

7.6% across the displayed hubs

3 companies hiring · $104.8M disclosed funding

Eindhoven

6.8% across the displayed hubs

1 companies hiring · $424.2M disclosed funding

Delft

4.8% across the displayed hubs

1 companies hiring · $166.6M disclosed funding

The Hague

4.4% across the displayed hubs

1 companies hiring · $12.8M disclosed funding

Breda

3.6% across the displayed hubs

0 companies hiring · $135.8M disclosed funding

Tilburg

3.2% across the displayed hubs

0 companies hiring · $16.4M disclosed funding