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 18 of 23

851. NeurIPS 2024How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
852. NeurIPS 2024How does PDE order affect the convergence of PINNs?
853. NeurIPS 2024How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
854. NeurIPS 2024Identifying Spatio-Temporal Drivers of Extreme Events
855. NeurIPS 2024Idiographic Personality Gaussian Process for Psychological Assessment
856. NeurIPS 2024Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
857. NeurIPS 2024Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
858. NeurIPS 2024Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
859. NeurIPS 2024Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
860. NeurIPS 2024Interaction-Force Transport Gradient Flows
861. NeurIPS 2024Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
862. NeurIPS 2024IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
863. NeurIPS 2024KFNN: K-Free Nearest Neighbor For Crowdsourcing
864. NeurIPS 2024kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
865. NeurIPS 2024Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
866. NeurIPS 2024Large Language Models Must Be Taught to Know What They Don’t Know
867. NeurIPS 2024Latent Neural Operator for Solving Forward and Inverse PDE Problems
868. NeurIPS 2024Learning 3D Garment Animation from Trajectories of A Piece of Cloth
869. NeurIPS 2024Learning Better Representations From Less Data For Propositional Satisfiability
870. NeurIPS 2024Learning Bregman Divergences with Application to Robustness
871. NeurIPS 2024Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
872. NeurIPS 2024Learning from Uncertain Data: From Possible Worlds to Possible Models
873. NeurIPS 2024Learning Infinitesimal Generators of Continuous Symmetries from Data
874. NeurIPS 2024Learning Macroscopic Dynamics from Partial Microscopic Observations
875. NeurIPS 2024Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
876. NeurIPS 2024Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
877. NeurIPS 2024Learning Structure-Aware Representations of Dependent Types
878. NeurIPS 2024Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards
879. NeurIPS 2024Learning to compute Gröbner bases
880. NeurIPS 2024Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
881. NeurIPS 2024Learning to Predict Structural Vibrations
882. NeurIPS 2024Learning-Augmented Priority Queues
883. NeurIPS 2024LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
884. NeurIPS 2024Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
885. NeurIPS 2024M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
886. NeurIPS 2024Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
887. NeurIPS 2024MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
888. NeurIPS 2024MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models
889. NeurIPS 2024MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
890. NeurIPS 2024Microstructures and Accuracy of Graph Recall by Large Language Models
891. NeurIPS 2024Mirror and Preconditioned Gradient Descent in Wasserstein Space
892. NeurIPS 2024Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
893. NeurIPS 2024Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
894. NeurIPS 2024Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
895. NeurIPS 2024Monoculture in Matching Markets
896. NeurIPS 2024Monomial Matrix Group Equivariant Neural Functional Networks
897. NeurIPS 2024MotionCraft: Physics-Based Zero-Shot Video Generation
898. NeurIPS 2024Multiple Physics Pretraining for Spatiotemporal Surrogate Models
899. NeurIPS 2024Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
900. NeurIPS 2024Mutual Information Estimation via $f$-Divergence and Data Derangements

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.