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

975 papers, page 1 of 20

1. ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
2. ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
3. ICML 2026$\texttt{FlashSchNet}$: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics
4. ICML 20264RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
5. ICML 2026A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots
6. ICML 2026A Cartesian-3j Framework for Machine Learning Interatomic Potentials
7. ICML 2026A Dirac-Frenkel-Onsager Principle: Instantaneous Residual Minimization with Gauge Momentum for Nonlinear Parametrizations of PDE Solutions
8. ICML 2026A General Framework for Fair and Robust Regression
9. ICML 2026A Geometric Lens on Physics-Aligned Data Compression
10. ICML 2026A hitchhiker's guide to Poisson gradient estimation
11. ICML 2026A model of errors in transformers
12. ICML 2026A recipe for scalable attention-based ML potentials: unlocking long-range accuracy with all-to-all node attention
13. ICML 2026A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series
14. ICML 2026A unified theory of feature learning in RNNs and DNNs
15. ICML 2026A$^2$SG: Adaptive and Asymmetric Surrogate Gradients for Training Deep Spiking Neural Networks
16. ICML 2026Adalina: Adaptive Linear Approximation for the Shapley Value and Beyond
17. ICML 2026Adaptive Physics Transformer with Fused Global-Local Attention for Subsurface Energy Systems
18. ICML 2026Adaptive Protein Tokenization
19. ICML 2026Adaptive Volumetric Mechanical Property Fields Invariant to Resolution
20. ICML 2026ADHD Disease Detection Based on Short- and Long-Term Brain Function Encoding and Memory Graph Network
21. ICML 2026Agent JIT Compilation for Latency-Optimizing Web Agent Planning and Scheduling
22. ICML 2026Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories
23. ICML 2026ANTiC: Adaptive Neural Temporal In Situ Compressor
24. ICML 2026APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries
25. ICML 2026APIC: Orthogonalized Neuro-Symbolic Modeling for Nonlinear Dissipative Dynamics
26. ICML 2026Approximation Bounds for Transformer Networks with Application to Regression
27. ICML 2026AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
28. ICML 2026Asymptotic Theory of Iterated Empirical Risk Minimization, with Applications to Active Learning
29. ICML 2026AutoMat: Physics-Guided Agentic Reasoning for Solving Ill-Posed Inverse Microscopy Problems
30. ICML 2026AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design
31. ICML 2026Autoregressive Boltzmann Generators
32. ICML 2026Backward SDE–Based Diffusion for Physics-Constrained Generation
33. ICML 2026Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors
34. ICML 2026Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
35. ICML 2026Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models
36. ICML 2026Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots
37. ICML 2026Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models
38. ICML 2026Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services
39. ICML 2026BiCrossNet with Decoupled Dual Generators: A Parameter‑Efficient and Generalizable Few‑Shot Custom Gesture Recognition Framework
40. ICML 2026Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning
41. ICML 2026BioDynaSpec: Harmonic-Guided Spatio-Spectral Autoregressive Diffusion for Protein Dynamics Generation
42. ICML 2026Blending Neural Control Density Functions for Stabilization and Safety
43. ICML 2026BLIPs: Bayesian Learned Interatomic Potentials
44. ICML 2026Boosting Monocular Metric Depth Estimation via Bokeh Rendering
45. ICML 2026Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Representation Alignment
46. ICML 2026Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models
47. ICML 2026Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data
48. ICML 2026BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction
49. ICML 2026Building Social World Model with Large Language Models
50. ICML 2026Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks

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.