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 16 of 20

751. ICML 2024Clifford-Steerable Convolutional Neural Networks
752. ICML 2024CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
753. ICML 2024Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
754. ICML 2024Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
755. ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
756. ICML 2024Consistent Submodular Maximization
757. ICML 2024Continuous Treatment Effects with Surrogate Outcomes
758. ICML 2024Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
759. ICML 2024Defining Neural Network Architecture through Polytope Structures of Datasets
760. ICML 2024Dirichlet Flow Matching with Applications to DNA Sequence Design
761. ICML 2024Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
762. ICML 2024Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
763. ICML 2024DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
764. ICML 2024Efficient Contextual Bandits with Uninformed Feedback Graphs
765. ICML 2024Efficient Error Certification for Physics-Informed Neural Networks
766. ICML 2024Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
767. ICML 2024Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
768. ICML 2024Estimating Unknown Population Sizes Using the Hypergeometric Distribution
769. ICML 2024Explain Temporal Black-Box Models via Functional Decomposition
770. ICML 2024FairProof : Confidential and Certifiable Fairness for Neural Networks
771. ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
772. ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
773. ICML 2024Faster Maximum Inner Product Search in High Dimensions
774. ICML 2024Fine-grained Classes and How to Find Them
775. ICML 2024Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
776. ICML 2024Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation
777. ICML 2024Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
778. ICML 2024Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods
779. ICML 2024Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
780. ICML 2024Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
781. ICML 2024Graph Positional and Structural Encoder
782. ICML 2024Grokking Group Multiplication with Cosets
783. ICML 2024HAMLET: Graph Transformer Neural Operator for Partial Differential Equations
784. ICML 2024Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
785. ICML 2024HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
786. ICML 2024How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
787. ICML 2024How Language Model Hallucinations Can Snowball
788. ICML 2024How to Escape Sharp Minima with Random Perturbations
789. ICML 2024How to Explore with Belief: State Entropy Maximization in POMDPs
790. ICML 2024Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
791. ICML 2024I/O Complexity of Attention, or How Optimal is FlashAttention?
792. ICML 2024Improved Generalization of Weight Space Networks via Augmentations
793. ICML 2024Improved Operator Learning by Orthogonal Attention
794. ICML 2024Improving Computational Complexity in Statistical Models with Local Curvature Information
795. ICML 2024Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach
796. ICML 2024Indirectly Parameterized Concrete Autoencoders
797. ICML 2024Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization
798. ICML 2024Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
799. ICML 2024Interpreting and Improving Large Language Models in Arithmetic Calculation
800. ICML 2024Invariant Risk Minimization Is A Total Variation Model

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.