Scientific Simulation papers, 2023–2026

Key findings

• Scientific Simulation went from 16 papers in 2023 to 68 in 2026, roughly 4.3x in three years.
• NeurIPS publishes the most Scientific Simulation work: 71 papers from 2023 to 2026, 43% of the four-venue total.
• The fastest-growing overlap is with AI Agents: papers tagged with both rose from 0 in 2023 to 11 in 2026.
• Among the 5 topics under Climate and Physical Sciences, it ranks #4 by 2026 paper count; the fastest grower in the group, Weather Forecasting, is up 6.1x versus 4.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Don't Match the Noise: Distribution Matching under Unknown Measurement Error with an Audit Sample
• ICML 2026Amortized Simulation-Based Inference in Generalized Bayes via Neural Posterior Estimation
• ICLR 2026Geometric Constraints for Small Language Models to Understand and Expand Scientific Taxonomies
• CVPR 2026AirSim360 A Panoramic Simulation Platform within Drone View
• NeurIPS 2025Attention on the Sphere
• ICML 2025Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
• ICLR 2025Neural Fluid Simulation on Geometric Surfaces
• CVPR 2025DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery
• NeurIPS 2024QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers
• ICML 2024Position: Embracing Negative Results in Machine Learning
• ICLR 2024BENO: Boundary-embedded Neural Operators for Elliptic PDEs
• CVPR 2024GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation Demonstration and Imitation
• NeurIPS 2023Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
• ICML 2023QASA: Advanced Question Answering on Scientific Articles
• ICLR 2023Mind's Eye: Grounded Language Model Reasoning through Simulation
• CVPR 2023Practical Network Acceleration With Tiny Sets
• NeurIPS 2026SIGA: Scientific Simulation Coding Agent Adapter- A Geophysics Case Study
• ICML 2026ePC: Fast and Deep Predictive Coding in Digital Simulation
• ICLR 2026Charts Are Not Images: On the Challenges of Scientific Chart Editing
• CVPR 2026Texvent Asynchronous Event Data Simulation via Text Prompt

All Scientific Simulation papers

45 papers, page 1 of 1

1. CVPR 2025DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery
2. CVPR 2025DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation
3. CVPR 2025FreeSim: Toward Free-viewpoint Camera Simulation in Driving Scenes
4. CVPR 2025MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research
5. CVPR 2025Science-T2I: Addressing Scientific Illusions in Image Synthesis
6. CVPR 2025SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
7. CVPR 2025Towards Autonomous Micromobility through Scalable Urban Simulation
8. CVPR 2025UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation
9. ICLR 2025Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
10. ICLR 2025Neural Fluid Simulation on Geometric Surfaces
11. ICLR 2025Robust Simulation-Based Inference under Missing Data via Neural Processes
12. ICLR 2025Semialgebraic Neural Networks: From roots to representations
13. ICLR 2025Wavelet Diffusion Neural Operator
14. ICML 2025Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
15. ICML 2025BARNN: A Bayesian Autoregressive and Recurrent Neural Network
16. ICML 2025Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
17. ICML 2025Latent Mamba Operator for Partial Differential Equations
18. ICML 2025Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models
19. ICML 2025SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
20. ICML 2025Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
21. ICML 2025Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers
22. NeurIPS 2025A Plug-and-Play Query Synthesis Active Learning Framework for Neural PDE Solvers
23. NeurIPS 2025AI-Researcher: Autonomous Scientific Innovation
24. NeurIPS 2025Attention on the Sphere
25. NeurIPS 2025Breaking the Discretization Barrier of Continuous Physics Simulation Learning
26. NeurIPS 2025Bubbleformer: Forecasting Boiling with Transformers
27. NeurIPS 2025CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates
28. NeurIPS 2025Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
29. NeurIPS 2025Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic Lobe
30. NeurIPS 2025Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
31. NeurIPS 2025Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models
32. NeurIPS 2025From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs
33. NeurIPS 2025Integration Matters for Learning PDEs with Backwards SDEs
34. NeurIPS 2025LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
35. NeurIPS 2025Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs
36. NeurIPS 2025ML4CFD Competition: Results and Retrospective Analysis
37. NeurIPS 2025NeurIPS should lead scientific consensus on AI policy
38. NeurIPS 2025Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
39. NeurIPS 2025Position: Biology is the Challenge Physics-Informed ML Needs to Evolve
40. NeurIPS 2025Prompting as Scientific Inquiry
41. NeurIPS 2025ReSim: Reliable World Simulation for Autonomous Driving
42. NeurIPS 2025SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
43. NeurIPS 2025SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation
44. NeurIPS 2025SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound
45. NeurIPS 2025WorldMem: Long-term Consistent World Simulation with Memory

FAQ

How many Scientific Simulation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

167 in total: 16 in 2023, 38 in 2024, 45 in 2025, 68 in 2026.

How many Scientific Simulation papers are at NeurIPS 2026?

NeurIPS 2026 has 25 Scientific Simulation papers, versus 24 the year before.

How many Scientific Simulation papers are at ICLR 2026?

ICLR 2026 has 10 Scientific Simulation papers, versus 5 the year before.

How many Scientific Simulation papers are at ICML 2026?

ICML 2026 has 25 Scientific Simulation papers, versus 8 the year before.

How many Scientific Simulation papers are at CVPR 2026?

CVPR 2026 has 8 Scientific Simulation papers, versus 8 the year before.

Which conference publishes the most Scientific Simulation papers?

NeurIPS, with 71 papers from 2023 to 2026.