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 52 of 67

2551. ICLR 2024Robust Model-Based Optimization for Challenging Fitness Landscapes
2552. ICLR 2024Scalable and Effective Implicit Graph Neural Networks on Large Graphs
2553. ICLR 2024Scalable Diffusion for Materials Generation
2554. ICLR 2024Scalable Language Model with Generalized Continual Learning
2555. ICLR 2024Scalable Monotonic Neural Networks
2556. ICLR 2024Scaling physics-informed hard constraints with mixture-of-experts
2557. ICLR 2024Searching for High-Value Molecules Using Reinforcement Learning and Transformers
2558. ICLR 2024Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
2559. ICLR 2024Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View
2560. ICLR 2024SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
2561. ICLR 2024Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
2562. ICLR 2024SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
2563. ICLR 2024Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
2564. ICLR 2024Space and time continuous physics simulation from partial observations
2565. ICLR 2024Space Group Constrained Crystal Generation
2566. ICLR 2024Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers
2567. ICLR 2024Stabilizing Backpropagation Through Time to Learn Complex Physics
2568. ICLR 2024Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
2569. ICLR 2024Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
2570. ICLR 2024Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
2571. ICLR 2024Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics
2572. ICLR 2024Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for 3D Molecule Generation
2573. ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
2574. ICLR 2024TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
2575. ICLR 2024Thin-Shell Object Manipulations With Differentiable Physics Simulations
2576. ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
2577. ICLR 2024Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
2578. ICLR 2024Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
2579. ICLR 2024Training-free Multi-objective Diffusion Model for 3D Molecule Generation
2580. ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
2581. ICLR 2024Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
2582. ICLR 2024Universal Humanoid Motion Representations for Physics-Based Control
2583. ICLR 2024Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
2584. ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
2585. ICML 2024A fast algorithm to simulate nonlinear resistive networks
2586. ICML 2024A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
2587. ICML 2024A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
2588. ICML 2024A Universal Class of Sharpness-Aware Minimization Algorithms
2589. ICML 2024Accelerating PDE Data Generation via Differential Operator Action in Solution Space
2590. ICML 2024Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
2591. ICML 2024AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
2592. ICML 2024An Intrinsic Vector Heat Network
2593. ICML 2024Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
2594. ICML 2024AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
2595. ICML 2024Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
2596. ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
2597. ICML 2024Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
2598. ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
2599. ICML 2024Building Socially-Equitable Public Models
2600. ICML 2024Byzantine Resilient and Fast Federated Few-Shot Learning

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.