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

441 papers, page 2 of 9

51. ICML 2026Can Vision Language Models Learn Intuitive Physics from Interaction?
52. ICML 2026CARD: Coarse-to-fine Autoregressive Modeling with Radix-based Decomposition for Transferable Free Energy Estimation
53. ICML 2026CAReDiO: Enhancing Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization
54. ICML 2026CatFlow: Co-generation of Slab-Adsorbate Systems via Flow Matching
55. ICML 2026Causal Structure Learning for Sparse Matrix Fill-in Reduction
56. ICML 2026Certificates for Complex-Compatible Learned Cochain Laplacians
57. ICML 2026Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics - Rotating Detonation Engines
58. ICML 2026CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
59. ICML 2026CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
60. ICML 2026ClimateAR: Multi-Scale Autoregressive Generative Modeling for Climate Forecasting
61. ICML 2026Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents
62. ICML 2026Coarse-Grained Boltzmann Generators
63. ICML 2026CoCoReviewBench: A Completeness- and Correctness-Oriented Benchmark for AI Reviewers
64. ICML 2026CocoRNA: Collective RNA Design with Cooperative Multi-agent Reinforcement Learning
65. ICML 2026CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer
66. ICML 2026CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement
67. ICML 2026Conditional Clifford-Steerable CNNs for PDE Modeling
68. ICML 2026Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
69. ICML 2026Conditionally Site-Independent Neural Evolution of Antibody Sequences
70. ICML 2026ConsMSA: Semantic Distribution Consistency Learning for Multimodal Sentiment Analysis
71. ICML 2026Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems
72. ICML 2026CONTEXTOR: Contextualized High-order Contrastive Learning
73. ICML 2026Continuity-Regularized Flow Matching for Offline Reinforcement Learning
74. ICML 2026Contrastive Diffusion Alignment: Learning Structured Latents for Controllable Generation
75. ICML 2026Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design
76. ICML 2026Controllable Molecule Generation via Sparse Representation Editing: An Interpretability-Driven Perspective
77. ICML 2026Convergence of Two-Timescale Markovian Stochastic Approximations with Applications in Reinforcement Learning
78. ICML 2026Convex Basins in Single-Index Model Loss Landscapes: Applications to Robust Recovery under Strong Adversarial Corruption
79. ICML 2026Coupled Cluster con MoLe: Molecular Orbital Learning for Neural Wavefunctions
80. ICML 2026Credible Information Subset Decomposition: An End-to-End Multi-fidelity Learning Model by Modeling Label Information
81. ICML 2026Credit Assignment via Neural Manifold Noise Correlation
82. ICML 2026Cross-Chirality Generalization by Axial Vectors for Hetero-Chiral Protein-Peptide Interaction Design
83. ICML 2026DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants
84. ICML 2026DecAEvolve: Decompose, Adapt, and Evolve for Effective LLM-based Scientific Equation Discovery
85. ICML 2026DecoderTCR: Compositional Pretraining and Entropy-Guided Decoding for TCR-pMHC Interactions
86. ICML 2026Decoupling Universal Laws and Environmental Heterogeneity: A Physics-Inspired Framework for Robust Spatio-Temporal Forecasting
87. ICML 2026DecoVer: A Decompose-and-Verify Neuro-Symbolic Framework for Embodied Task Planning with BC+
88. ICML 2026Deep Coupling Learning for Solving PDEs
89. ICML 2026Deep networks learn to parse uniform-depth context-free languages from local statistics
90. ICML 2026Deep Scientific Reasoning under Physical Constraints: Structure-Aware Spectrum Prediction
91. ICML 2026Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs
92. ICML 2026Demystifying Multimodal Biomolecular Co-design With Intrinsic Geodesic Coupling
93. ICML 2026Demystifying When Pruning Works via Representation Hierarchies
94. ICML 2026Derivative Informed Learning of Exchange-Correlation Functionals
95. ICML 2026Di-BiLPS: Denoising induced Bidirectional Latent-PDE-Solver under Sparse Observations
96. ICML 2026Discontinuous Galerkin Neural Operator for Pathology Defocus Deblurring
97. ICML 2026Discovering Ordinary Differential Equations with LLM-Based Qualitative and Quantitative Evaluation
98. ICML 2026Discovering Scaling Exponents with Physics-Informed Müntz-Szász Networks
99. ICML 2026Discrete Diffusion Samplers and Bridges: Off-Policy Algorithms and Applications in Latent Spaces
100. ICML 2026Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs

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.