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

1,217 papers, page 19 of 25

901. ICML 2026Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing
902. ICML 2026Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics
903. ICML 2026Uni-DocRobust: Universal Plug-and-Play Robustness Enhancement for Multi-modal LLMs via Feature Restoration
904. ICML 2026UniDrag: Unified Multi-Field Prediction and Robust Shape Optimization for Vehicle Aerodynamics
905. ICML 2026UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks
906. ICML 2026Unlocking Zero-Shot Geospatial Reasoning via Indirect Rewards
907. ICML 2026Unveiling Multi-regime Patterns in SciML: Distinct Failure Modes and Regime-specific Optimization
908. ICML 2026Verbalized Bayesian Persuasion
909. ICML 2026Walrus: A Cross-domain Foundation Model for Continuum Dynamics
910. ICML 2026WF-Bench: A Benchmark for Neural-Network WaveFunction Expressivity and Scaling Laws
911. ICML 2026WFR-MFM: One-Step Inference for Dynamic Unbalanced Optimal Transport
912. ICML 2026When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets
913. ICML 2026When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression
914. ICML 2026When Does Adaptation Win? Scaling Laws for Meta-Learning in Quantum Control
915. ICML 2026When Single Answer Is Not Enough: Rethinking Single-Step Retrosynthesis Benchmarks for LLMs
916. ICML 2026Whom to Query for What: Adaptive Group Elicitation via Multi-Turn LLM Interactions
917. ICML 2026WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling
918. ICML 2026Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems
919. NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
920. NeurIPS 2026$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
921. NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
922. NeurIPS 2026Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
923. NeurIPS 2026Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
924. NeurIPS 2026AlloGen: Conformation-Selective Binder Design with Differential State Scoring
925. NeurIPS 2026Announced Breaks Separate Conformal Reliability from Frequency Calibration
926. NeurIPS 2026AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
927. NeurIPS 2026AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models
928. NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
929. NeurIPS 2026Architecture-Embedded Physics Priors for Mitigating Spectral Bias in Physics-Informed Neural Networks
930. NeurIPS 2026Axiomatic World Modeling for Physics Reasoning
931. NeurIPS 2026Benchmarking Vietnamese Legal Knowledge of Large Language Models
932. NeurIPS 2026Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
933. NeurIPS 2026Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving
934. NeurIPS 2026Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
935. NeurIPS 2026Bottleneck Benchmark: Sequence Compression Under Controlled Difficulty and Fixed Latent Size
936. NeurIPS 2026Bounds on Extrapolation across Phase Transitions with Generalized Regression
937. NeurIPS 2026Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
938. NeurIPS 2026Breakeven complexity: A new perspective on neural partial differential equation solvers
939. NeurIPS 2026Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering
940. NeurIPS 2026Bridging Textual Profiles and Latent User Embeddings for Personalization
941. NeurIPS 2026C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
942. NeurIPS 2026Calibrated Target Noise Recovers Curvature from the Gradients
943. NeurIPS 2026Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators
944. NeurIPS 2026Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
945. NeurIPS 2026Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
946. NeurIPS 2026Clustering with Weak Distance Oracles
947. NeurIPS 2026Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
948. NeurIPS 2026Computationally Efficient Replicable Learning of Parities and Applications
949. NeurIPS 2026Compute-optimal data scaling for neural surrogates via multi-fidelity training
950. NeurIPS 2026Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models

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.