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

3,316 papers, page 29 of 67

1401. ICLR 2025GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment
1402. ICLR 2025Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
1403. ICLR 2025Generalizable Motion Planning via Operator Learning
1404. ICLR 2025Generating Physical Dynamics under Priors
1405. ICLR 2025Generative Flows on Synthetic Pathway for Drug Design
1406. ICLR 2025GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
1407. ICLR 2025Gradient-Free Generation for Hard-Constrained Systems
1408. ICLR 2025Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
1409. ICLR 2025Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
1410. ICLR 2025GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling
1411. ICLR 2025gRNAde: Geometric Deep Learning for 3D RNA inverse design
1412. ICLR 2025Group Ligands Docking to Protein Pockets
1413. ICLR 2025GSE: Group-wise Sparse and Explainable Adversarial Attacks
1414. ICLR 2025HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
1415. ICLR 2025HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
1416. ICLR 2025HELM: Hierarchical Encoding for mRNA Language Modeling
1417. ICLR 2025Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
1418. ICLR 2025Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
1419. ICLR 2025Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
1420. ICLR 2025How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
1421. ICLR 2025Hyperbolic Genome Embeddings
1422. ICLR 2025IDInit: A Universal and Stable Initialization Method for Neural Network Training
1423. ICLR 2025IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
1424. ICLR 2025IgGM: A Generative Model for Functional Antibody and Nanobody Design
1425. ICLR 2025Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
1426. ICLR 2025Implicit Neural Surface Deformation with Explicit Velocity Fields
1427. ICLR 2025Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula
1428. ICLR 2025Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
1429. ICLR 2025In vivo cell-type and brain region classification via multimodal contrastive learning
1430. ICLR 2025Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
1431. ICLR 2025Interpretable Causal Representation Learning for Biological Data in the Pathway Space
1432. ICLR 2025Inverse decision-making using neural amortized Bayesian actors
1433. ICLR 2025InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
1434. ICLR 2025InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
1435. ICLR 2025Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
1436. ICLR 2025Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
1437. ICLR 2025KAN: Kolmogorov–Arnold Networks
1438. ICLR 2025KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
1439. ICLR 2025KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
1440. ICLR 2025KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
1441. ICLR 2025KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI
1442. ICLR 2025L3Ms — Lagrange Large Language Models
1443. ICLR 2025Language Agents Meet Causality -- Bridging LLMs and Causal World Models
1444. ICLR 2025Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice
1445. ICLR 2025Large Language Models Assume People are More Rational than We Really are
1446. ICLR 2025Large Language Models Often Say One Thing and Do Another
1447. ICLR 2025Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods
1448. ICLR 2025Learning and aligning single-neuron invariance manifolds in visual cortex
1449. ICLR 2025Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
1450. ICLR 2025Learning Equivariant Non-Local Electron Density Functionals

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.