Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

All Applications · chemistry physics and earth sciences papers

1,107 papers, page 1 of 23

1. NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
2. NeurIPS 2026$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
3. NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
4. NeurIPS 2026Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
5. NeurIPS 2026Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
6. NeurIPS 2026AlloGen: Conformation-Selective Binder Design with Differential State Scoring
7. NeurIPS 2026Announced Breaks Separate Conformal Reliability from Frequency Calibration
8. NeurIPS 2026AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
9. NeurIPS 2026AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models
10. NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
11. NeurIPS 2026Architecture-Embedded Physics Priors for Mitigating Spectral Bias in Physics-Informed Neural Networks
12. NeurIPS 2026Axiomatic World Modeling for Physics Reasoning
13. NeurIPS 2026Benchmarking Vietnamese Legal Knowledge of Large Language Models
14. NeurIPS 2026Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
15. NeurIPS 2026Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving
16. NeurIPS 2026Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
17. NeurIPS 2026Bottleneck Benchmark: Sequence Compression Under Controlled Difficulty and Fixed Latent Size
18. NeurIPS 2026Bounds on Extrapolation across Phase Transitions with Generalized Regression
19. NeurIPS 2026Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
20. NeurIPS 2026Breakeven complexity: A new perspective on neural partial differential equation solvers
21. NeurIPS 2026Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering
22. NeurIPS 2026Bridging Textual Profiles and Latent User Embeddings for Personalization
23. NeurIPS 2026C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
24. NeurIPS 2026Calibrated Target Noise Recovers Curvature from the Gradients
25. NeurIPS 2026Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators
26. NeurIPS 2026Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
27. NeurIPS 2026Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
28. NeurIPS 2026Clustering with Weak Distance Oracles
29. NeurIPS 2026Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
30. NeurIPS 2026Computationally Efficient Replicable Learning of Parities and Applications
31. NeurIPS 2026Compute-optimal data scaling for neural surrogates via multi-fidelity training
32. NeurIPS 2026Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
33. NeurIPS 2026Conditional independence and graphical models for rankings
34. NeurIPS 2026Confidence-Based Diffusion Sampling with Geometric Readiness Awareness for Accelerated Structure-based Drug Design
35. NeurIPS 2026Conformal Prediction for Time-Dependent PDEs
36. NeurIPS 2026Constrained Bombieri Point Processes
37. NeurIPS 2026Continual Learning in Modern Hopfield Networks with an Application to Diffusion Models
38. NeurIPS 2026Counterfactual Maps: What They Are and How to Find Them
39. NeurIPS 2026Coupled Integral PINN for Discontinuity
40. NeurIPS 2026CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
41. NeurIPS 2026CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
42. NeurIPS 2026CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models
43. NeurIPS 2026Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
44. NeurIPS 2026Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
45. NeurIPS 2026Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
46. NeurIPS 2026Derivative-Informed Training of Neural Operators On-the-Fly via Sketched Tangent Consistency
47. NeurIPS 2026Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
48. NeurIPS 2026DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
49. NeurIPS 2026Diagnosing and Repairing Visual Collapse in Compact Medical Multimodal LLMs
50. NeurIPS 2026Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.