Energy Based Models

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-14

3 new papers

A weekly snapshot of new work published in Energy Based Models.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Energy Based Models.

Inside this field

Focused directions

224 papers

Latest in Energy Based Models

Open your feed →
CardsList

  1. Scaling Laws for Physics-Aware ACOPF Surrogate Learning

    Sep 14, 2026Yijiang Li, Emon Dey, Stefano Fenu +3Ac Optimal Power FlowScaling Laws

  2. The Battery Price of edge AI: A study of the Environmental Impact of LLM Inference on Mobile Devices

    Sep 14, 2026Édouard Guégain, Tristan CoignionLLM Inference EfficiencyArtificial Intelligence Infrastructure

  3. LoaDiff: Conditional Generation of Electricity Consumption Time Series for Energy Analytics

    Sep 12, 2026Mariia Baranova, Adrien Petralia, Etienne Le Naour +3Demand ResponseEnergy Based Models

  4. Halo: Improving forecast accuracy through heteroscedastic estimation

    Sep 11, 2026Adam CataldoHeteroskedasticityElectricity Markets

  5. Data-Optimized Contingency Screening: A Machine Learning Approach to Power System Security

    Sep 7, 2026Joshua Salako, Folajimi Osikomaiya, Olakorede OlamijuPower SystemsAc Optimal Power Flow

  6. A Peer-Relative Representation Learning Framework for Energy Inefficiency Identification in Mobile Network Sites

    Sep 3, 2026Eliud Nyakweba Koto, Jaco du Toit, Adham Stoltz +1Energy Based ModelsMobile Networks

  7. Artificial Intelligence for Energy Optimization in Data Centers

    Sep 3, 2026Mohammed Basharath Ullah, Summaiya Unnisa Begum, Mohammed Nadeem UllahArtificial Intelligence Data CentersEnergy Based Models

  8. How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?

    Sep 1, 2026Wei Hu, Xiaolong Tu, Dawei Chen +3LLM Inference EfficiencyEnergy Based Models

  9. Reinforcement Learning and Rule-Based Peer-to-Peer Pricing in Residential PV-BES Communities

    Sep 1, 2026Pablo Benalcazar, Maciej Kalka, Wilian Guamán +1Electricity MarketsPhotovoltaic

  10. A Checklist to assess the energy and carbon impacts of ML/AI applications in Earth System Modeling

    Sep 1, 2026Filippo Dainelli, Amirpasha Mozaffari, Marina Castaño +5Artificial Intelligence InfrastructureEnergy Based Models

  11. RestoreBench: Can AI Agents Restore Power Flow Convergence?

    Aug 31, 2026Riccardo Mansutti, Andrea Pomarico, Robert Jakob +3Power SystemsAc Optimal Power Flow

  12. Certified Safety Radii in Forecast-Error Space for Wasserstein Distributionally Robust Small Signal Stability-Constrained AC Optimal Power Flow via Lifted Spectrahedral Containment

    Aug 31, 2026Ziqi Zhang, Xi ChenAc Optimal Power FlowFinite-Sample Certificates

  13. Towards an Expressivity-Normalized Energy-Demand Comparison of ANNs and SNNs

    Aug 30, 2026Miriam Kranzlmüller, Pascal Esser, Gitta KutyniokSpiking Neural NetworksEnergy Based Models

  14. Scalable Self-Supervised Learning for Multiphase AC-OPF in Distribution Systems with Topology Reconfiguration

    Aug 25, 2026Hoang T. Nguyen, Shaohui Liu, Reetam Sen Biswas +4Ac Optimal Power FlowReconfigurable

  15. TANGCO: Learning Topology-Aware Capacity Allocation for Overload-driven Cascading Failures

    Aug 13, 2026Orkun Irsoy, Leman Akoglu, Osman YaganAc Optimal Power FlowOptimal Comparison Allocation

  16. On the global feature importance for interpretable and trustworthy heat demand forecasting

    Aug 13, 2026Milan ZdravkovićFeature ImportanceExplainable Artificial Intelligence

  17. InFactPlanner: Planning Sustainable Geo-Distributed LLM Data Centers

    Aug 13, 2026Nicoletta Tsiopani, Moysis Symeonides, George Pallis +1Artificial Intelligence Data CentersEnergy Based Models

  18. XGBoost "is all you need": the case of forecasting transmitted heat energy in District Heating Systems

    Aug 11, 2026Milan ZdravkovićEnergy ForecastingXgboost

  19. Towards an approach to multivariate outlier detection for District Heating System data

    Aug 11, 2026Rajko Turudija, Dušan Stojiljković, Milan Zdravković +1OutliersRenewable Penetration

  20. Market-Information-Aware Gated-LoRA of Foundation Models for Transferable Day-Ahead Electricity Price Forecasting

    Aug 11, 2026Hang Fan, Wei Wei, Shengwei MeiEnergy ForecastingElectricity Markets

  21. DACRI: Decision-Aware Causal Intervention Ranking for Critical Supply Chains

    Aug 11, 2026Shiqi Huang, Jiani He, Dingyan Shang +4Software Supply ChainsCausal Intervention

  22. GENCO - A Unified Neural Solver Embedded in a Development Framework for Steady-State Grid Analysis

    Aug 10, 2026Alban Puech, Matteo Mazzonelli, Tamara R. Govindasamy +19Ac Optimal Power FlowNeural Solvers

  23. Full-Feature versus Limited-Input Machine Learning for Residential Energy Estimation: A Comparative Analysis of RECS and ResStock Under Realistic Input Constraints

    Aug 10, 2026Aditya Ramnarayan, Fatih Evren, Patti Gunderson +1Energy Based ModelsXgboost

  24. Tools to Explain Neural Networks for Power System Dynamics

    Aug 8, 2026Petros Ellinas, Johanna Vorwerk, Spyros ChatzivasileiadisSurrogate ModelingPower Systems

  25. A Hierarchical Energy-Based Model for Multimodal Cognition

    Aug 8, 2026Subir VarmaPredictive CodingMultimodal Learning

  26. ArchEGraph: A Large-Scale Graph Dataset for Geometry-Topology-Physics Aligned Building Energy Modeling

    Aug 7, 2026Yihui Li, Yihui Chen, Kaidi Zha +7Building Information ModelingEnergy Based Models

  27. Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load

    Aug 5, 2026Thomas Bartz-Beielstein, Inalbek Akiev, Lalo MohamadEnergy ForecastingSmart Grids

  28. Strategic Evaluation of Planning Strategies for LLM Agents in Cyber-Physical Systems

    Aug 4, 2026J. de Curtò, I. de ZarzàLarge Language Model PlanningCyber-Physical System

  29. Operationally Feasible Synthetic Power-Grid Scenarios via Learning the AC-Operable Joint Distribution

    Aug 4, 2026Chenhan Xiao, Xinyu He, Haoran Li +2Ac Optimal Power FlowDistributional Learning

  30. Less Traffic, Better Outcomes: Competition-Aware Request Dispatch in Real-Time Ad Exchanges

    Aug 4, 2026Jonaid Shianifar, Blaz Mramor, Fangda Zou +5First-Price AuctionsDemand Response

  31. Interpreting Black-Box Large Language Models with Sentence-Level Energy Landscapes

    Aug 3, 2026Maryam Rezaee, Pooriya Safaei, Maryam Asgarinezhad +1Post-HocFree-Energy Landscape

  32. Bridging Artificial Intelligence and Power Systems Education Using a Hands-On Executable Framework

    Aug 3, 2026Junjie Yin, Buxin She, Xinyu Feng +2Power SystemsArtificial Intelligence Infrastructure

  33. Energy-Efficient LLM Serving via Disaggregated Attention--FFN and Flexible Frequency Scaling

    Aug 3, 2026Cunchen Hu, Liangliang Xu, Tian Liu +9Energy Based ModelsArtificial Intelligence Infrastructure

  34. Assessing the Generalization of Graph Neural Networks for Fault Location Across Increasing Distributed Energy Resource Penetration Levels

    Jul 31, 2026Burak Karabulut, Olayiwola Arowolo, Carlo Manna +2Temporal Graph Neural NetworksGraph Neural Networks

  35. PiDDM: Physics-Informed Differentiable Degradation Modeling for Lithium-Ion Battery State-of-Health Prediction

    Jul 31, 2026Zeping Chen, Ruda Jian, Sachin Sigdel +3Lithium-Ion BatteriesDegradation

  36. Equilibrium Training of Energy-Based Models with Parallel Trajectory Tempering

    Jul 29, 2026Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner +1Monte Carlo SamplingExpectation-Maximization

  37. PowerAtlas: Towards Electricity-Computing Co-Scheduling for Power Systems

    Jul 29, 2026Kaiwen Jiang, Siya Xu, Ziyue Zhu +3Power SystemsData Centers

  38. PlatformBid: An Auto-Bidding Benchmark from a Unified Advertising Platform's Perspective

    Jul 29, 2026Shengtian Yang, Yewen Li, Peng Jiang +5First-Price AuctionsDemand Response

  39. From Tokens to Watt-hours: Analytical Energy Estimation for LLM Inference on Modern GPUs

    Jul 29, 2026Tina Vartziotis, Rodopi Kosteli, Elli Vartziotis +5LLM Inference EfficiencyEnergy Based Models

  40. LLMET: Enabling Cross-Layer Evaluation of Emerging M3D Memories for Energy-Efficient LLM Serving

    Jul 29, 2026Ming-Yen Lee, Hanchen Yang, Faaiq Waqar +4Large Language Model ServingEnergy Based Models

  41. Simulating Tenant Responses to Energy Policy Interventions with Transaction-Cost-Aware LLM Agent

    Jul 27, 2026Weijie Xia, Stefanie Horian, Hanyue Huang +3Energy Based ModelsPersonas

  42. OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence

    Jul 24, 2026Keya Patel, Sajib Mistry, Sheik Mohammad Mostakim Fattah +1Intelligent EdgeNeural Architecture Search

  43. FMOPF: Latent Flow Matching with Constraint-Aware Interaction Priors for AC Optimal Power Flow

    Jul 24, 2026Zhilin HuangAc Optimal Power FlowRenewable Penetration

  44. Draining the Energy Commons: Self-Defeating Over-Appropriation as a Coordination Failure in Agentic LLM Collectives

    Jul 24, 2026Marcantonio Bracale Syrnicov, Federico Pierucci, Matteo Prandi +4Renewable PenetrationIncentives

  45. Benchmarking Fine-tuning and Retrieval Strategies for a Multimodal Language Model on the NRC Reactor Operator Licensing Examination

    Jul 24, 2026Isak Hwang, Yoon Pyo LeeNuclear EngineeringLarge Multimodal Models

  46. Spectrogram-Based Joint Detection, Localization, and Classification of Events in Continuously Recorded IBR Waveforms

    Jul 23, 2026Shivanshu Tripathi, Maziar Raissi, Hamed Mohsenian-RadWaveformsPower Systems

  47. LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications

    Jul 20, 2026Daniela Rojas, Abdulwahab Albassam, Aidan G. Leung +11Smart GridsWind Power Forecasting

  48. A Phased Development Framework Enabling Islanded Operation of Sustainable AI Data Centers With Onsite Grid-Following and Grid-Forming Energy Architectures

    Jul 19, 2026Soham Ghosh, Nabil Mohammed, Mohammad Ashraf Hossain SadiArtificial Intelligence Data CentersSmart Grids

  49. Increasing Line Outage Localization Performance with Ensemble Classifiers

    Jul 18, 2026Daniel Flores, Yuanrui Sang, Michael P. McGarryAc Optimal Power FlowMaximum Independent Set

  50. Revisiting data-driven dynamic security assessment with a tabular foundation model

    Jul 17, 2026Olayiwola Arowolo, Maosheng Yang, Jochen CremerPower SystemsTabular Foundation Models

  51. A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods

    Jul 17, 2026Matthias Hertel, Sebastian Pütz, Jonathan Kolar +3Energy ForecastingTime Series Foundation Models

  52. MxGPS: Multiplex Graph Transformers for a Power Grid Foundation Model

    Jul 15, 2026Charilaos Papaioannou, Ioannis Tsantilas, Dimitris Giannakakos +9Ac Optimal Power FlowMultiplex Graph Transformers

  53. Audited Selective Verification for Risk-Controlled N-1 Thermal Contingency Screening under Deployment Shift

    Jul 14, 2026Jayakumar ManoharanAc Optimal Power FlowScreening

  54. Verifier-Based Reinforcement Fine-Tuning of Reasoning Models for Thermal Energy Storage Control

    Jul 14, 2026Takumi Shioda, Kohei Terashima, Tatsuo NagaiRenewable PenetrationReinforcement Fine-Tuning

  55. Learning-enabled Acceleration of Scenario-based Model Predictive Control

    Jul 14, 2026Trinh Tran, Binh Nguyen, Truong X. NghiemModel Predictive ControlAlternating Direction Method Of Multiplier

  56. Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination

    Jul 14, 2026Usman Haider, Karl MasonMulti-Agent Reinforcement LearningSmart Grids

  57. Gradient-Free Topology Adaptation for Power Flow Surrogates via In-Context Whitening

    Jul 14, 2026Ayushi Jolotia, Parikshit PareekAc Optimal Power FlowSurrogate Modeling

  58. A Multimodal Dataset for Large Language Model Applications in the Energy Domain

    Jul 13, 2026Costas Mylonas, Magda FotiEnergy Based ModelsMultimodal Dataset

  59. Is Energy Guidance All You Need? Training-Free Norm Injection for Driving World Models

    Jul 12, 2026Xiyan Su, Frank Diermeyer, Markus LienkampState-Of-The-Art Video World ModelsWorld Models

  60. WattCouncil: Context-Aware Household Energy Scenario Generation With Governed LLMs

    Jul 12, 2026Mohannad Takrouri, Nicolas M. Cuadrado A., Martin TakáčEnergy Based ModelsSmart Homes