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

1,126 papers, page 13 of 23

601. ICML 2025Reinforcement Learning with Segment Feedback
602. ICML 2025Relational Invariant Learning for Robust Solvation Free Energy Prediction
603. ICML 2025ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
604. ICML 2025Rethink GraphODE Generalization within Coupled Dynamical System
605. ICML 2025Rethink the Role of Deep Learning towards Large-scale Quantum Systems
606. ICML 2025Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate
607. ICML 2025Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
608. ICML 2025ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
609. ICML 2025Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design
610. ICML 2025Rhomboid Tiling for Geometric Graph Deep Learning
611. ICML 2025Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks
612. ICML 2025RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation
613. ICML 2025Robust and Conjugate Spatio-Temporal Gaussian Processes
614. ICML 2025Robust Secure Swap: Responsible Face Swap With Persons of Interest Redaction and Provenance Traceability
615. ICML 2025Safety-Polarized and Prioritized Reinforcement Learning
616. ICML 2025Scalable Equilibrium Sampling with Sequential Boltzmann Generators
617. ICML 2025SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
618. ICML 2025Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
619. ICML 2025Score Matching with Missing Data
620. ICML 2025SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding
621. ICML 2025Separating Knowledge and Perception with Procedural Data
622. ICML 2025SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures
623. ICML 2025Sidechain conditioning and modeling for full-atom protein sequence design with FAMPNN
624. ICML 2025Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
625. ICML 2025Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation
626. ICML 2025Staged and Physics-Grounded Learning Framework with Hyperintensity Prior for Pre-Contrast MRI Synthesis
627. ICML 2025StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models
628. ICML 2025Steering Protein Language Models
629. ICML 2025Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes
630. ICML 2025Strategic A/B testing via Maximum Probability-driven Two-armed Bandit
631. ICML 2025Sub-Sequential Physics-Informed Learning with State Space Model
632. ICML 2025SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics
633. ICML 2025Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
634. ICML 2025Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability
635. ICML 2025TAROT: Targeted Data Selection via Optimal Transport
636. ICML 2025TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
637. ICML 2025Temperature-Annealed Boltzmann Generators
638. ICML 2025Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
639. ICML 2025Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
640. ICML 2025The dark side of the forces: assessing non-conservative force models for atomistic machine learning
641. ICML 2025The Limits of Tractable Marginalization
642. ICML 2025The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products
643. ICML 2025Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
644. ICML 2025Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making
645. ICML 2025Time Series Representations with Hard-Coded Invariances
646. ICML 2025TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
647. ICML 2025Topology-aware Neural Flux Prediction Guided by Physics
648. ICML 2025Toward Efficient Kernel-Based Solvers for Nonlinear PDEs
649. ICML 2025TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
650. ICML 2025Trajectory Inference with Smooth Schrödinger Bridges

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.