Research

Terra Daily — July 15, 2026

Today: Contraction Certification from Streaming Data: Wasserstein Robustness and Compositional Stability for Interconnected Nonlinear System, WULPUS PRO: Multi-mode Ultra-Low-Power Wearable Ultrasound and Array Imaging with CMUT Support and more.

Terra Daily — July 14, 2026

Today: Distributed Traffic State Estimation in Connected Vehicle and Roadside Infrastructure Networks, A Distributionally Robust Multi-agent Reinforcement Learning Framework for Intelligent Intersection Control and more.

Terra Daily — July 13, 2026

Today: Observer Design for a Class of Systems Described by Differential-Algebraic Equations and Parameter Identification of an Unmeasured Disturbance, Learning-enabled Parameter Synthesis for Nonlinear Systems from Signal Temporal Logic and more.

Terra Daily — July 10, 2026

Today: Uniform High-Probability ISS Tubes for Sampled-Data State Estimation, Reachability-Preserving Bellman Operator for the Discounted Reach-Cost Value Function: Uniting Hamilton-Jacobi Reachability and Reinforcement Learning and more.

Terra Daily — July 9, 2026

Today: Creating Power Distribution Network Layouts Using Generative Adversarial Networks and Image-Based Representations, VIBES -- A Two-Stage Scalable Bayesian Uncertainty Quantification Framework: Application to a Biomass Valorization Process and more.

Terra Daily — July 8, 2026

Today: Reachability Analysis for Power Systems with Heterogeneous Resources via Jordan Transformation, Input-to-State Stability Implications in Contraction Theory and more.

Terra Daily — July 7, 2026

Today: Physics-Informed Dynamic State Estimation for Current Transformers Using Graph Neural Networks, RCOA Extension and Applications and more.

Terra Daily — July 3, 2026

Today: Reachability Analysis With Probabilistic Zonotopes: Learning Realized Disturbances and Refining Aleatory Uncertainty, Optimal Reconfiguration of Distributed Battery Networks Under Connectivity and Energy Constraints and more.

Terra Daily — July 2, 2026

Today: Grid-Interactive Thermal Management of AI Data Centers via Contextual Distributionally Robust Optimization, A Shallow Recurrent Decoder for Dynamic State Estimation with a Limited Number of PMUs in Power Systems and more.

Terra Daily — July 1, 2026

Today: TinyML for On-Device and Edge Analytics in Wireless Networks: A Survey of Deployments, Opportunities, and Concept-Drift Mitigation, A Systematic Approach to Multi-Agent AI from Advanced Regulatory Control Theory: Safe and Auditable LLM Operator Agents for Process Control and more.

Terra Daily — June 30, 2026

Today: Negative Resistance Caused by Intra-Loop Coupling in Virtual-Admittance-Based Grid-Forming Control, PACR: Parameter-Optimized AC Power Flow Restoration for AC Feasible DCOPF Dispatch and more.

Terra Daily — June 29, 2026

Today: Real-Time State Estimation in Smart Grids over 5G Networks: Experimental Validation Using Raspberry Pis and Typhoon HIL, Repair-before-veto control for safe lithium-ion fast charging under unknown ambient and cooling-fault conditions and more.

Terra Daily — June 28, 2026

Today: Aptera Proved Its Solar Generation, Now It Needs To Prove Its Efficiency, Energy Storage Emerges As The Great Equalizer, Trump Or No Trump and more.

Terra Daily — June 27, 2026

Today: Metered Electricity Demand in the New York ISO Falls Midday Because of Small-Scale Solar, CATL Debuts World's 1st Field-Validated Sodium-Ion BESS, Bringing Sodium Storage to Commercial Reality and more.

Terra Daily — June 26, 2026

Today: A Bilevel Framework for Data Center-Grid Coordination with DLMPs in Unbalanced Three-Phase Distribution Systems, Feasibility-Aware Security-Constrained Unit Commitment via Hybrid Soft Actor-Critic with Quantum-Sampled Features and more.

Terra Daily — June 25, 2026

Today: Reference-Free Heterogeneous Multi-Agent Reinforcement Learning for Grid-Friendly Tie-Line Power Shaping in Industrial Microgrids, Supervised Reinforcement Learning for the Coordination of Distributed Energy Resources and more.

Terra Daily — June 24, 2026

Today: Rethinking the green power grid for stability, not just for climate, CONDUCTOR: An LLM-Orchestrated Digital Twin for Uncertainty-Aware Distribution Grid Operations and more.

Terra Daily — June 23, 2026

Today: Mapped: Inside Carbon Brief's Cosmos database of 1.8 million climate studies, Introducing Project Cosmos: Carbon Brief's 'universe' of climate science and more.

Terra Daily — June 22, 2026

Today: EVs At 33.7% Share In Germany – Skoda Elroq Leads, The EV Battery Call Is Coming From Inside The House and more.

Terra Daily — June 21, 2026

Today: Perovskite-Silicon Solar Cells Meet Matrix Shingled Interconnection — Collaboration Between Oxford PV & Fraunhofer ISE, India Needs 10 GWh of Battery Storage Now to Stop Coal's Inflexibility Wasting Clean Power and more.

Terra Daily — June 20, 2026

Today: Experts: Why carbon removal needs a 'major scale up' to return warming to 1.5C, ABB Solar & Storage Power Move — New High-Efficiency Power Conversion Solutions for Solar & Storage and more.

Terra Daily — June 19, 2026

Today: ev-flow: A Reproducible, NHTS-Grounded Generator of Synthetic Plug-in Electric Vehicle Charging Behavior for Eight U.S. Regions, GDGU: A Gradient Difference-based Graph Unlearning Method for Cyberattack Localization in Electric Vehicle Charging Networks and more.

Terra Daily — June 18, 2026

Today: Learning-Based Decision Making for Combustion Phasing Control in Multi-Fuel CI Engines with Latent Fuel Reactivity Estimation, Constellation-Level Power Allocation for LEO Space-Based Solar Power and more.

Terra Daily — June 17, 2026

Today: A Stateful Stochastic Allocation Mechanism with Fairness Guarantees for Networked Electricity Systems, Line Outage Impact Factor (LOIF): A New Sensitivity Factor for Enhanced Transmission Observability and more.

Terra Daily — June 16, 2026

Today: A state-of-charge based formulation for storage participation in electricity markets: Technical Reference, Nodal Frequency Stability-Constrained UC & ED for Renewable-Dominated Power Systems and more.

Terra Daily — June 15, 2026

Today: Active Inference for Adaptive Traffic Signal Control in Noisy Nonstationary IoT Environments, Modal Analysis of Spatial Load Correlation in AI Data Center-Dominated Power Systems and more.

Terra Daily — June 13, 2026

Today: Analysis: Solar overtakes gas power in Asia for first time ever, DeBriefed 12 June 2026: El Niño begins | COP31 hosts eye electrification | Atlantic current monitoring at risk and more.

Terra Daily — June 12, 2026

Today: Modeling and Estimation of Solid Electrolyte Interphase during Formation in Battery Manufacturing, Pushing the Frontiers for Floating Solar Photovoltaics — The Case for South America and more.

Terra Daily — June 11, 2026

Today: Shared Renewable Allocation and Hydrogen Flexibility in Local Energy Markets: A Market Design Perspective, An Admittance-Based Inverter Connection Screening Tool for Small-Signal System Strength and more.

Terra Daily — June 10, 2026

Today: Dynamic Optimization of Virtual Inertia and Damping in Converter-Based Power Systems, Transient Stability of Offshore Energy Hubs and more.

Terra Daily — June 9, 2026

Today: Feedback Linearization and Control of a Grid-Forming Power Converter in an Islanded Microgrid, Multidimensional Resilience for Electrical Power Systems: Systematic Review, Integrated Index, and Validation under Real-World Cyber-Physical Attack Scenarios and more.

Terra Daily — June 8, 2026

Today: Forecast and Model Predictive Control of Distributed Energy Resource Aggregators for Net-Demand Balancing, Power Grid Topology Control and more.

Terra Daily — June 7, 2026

Today: CATL Developing 12,000 Wh Per Kg Lithium-Air Battery, GM Pitches New LMR EV Battery On Earth, New EV On The Moon and more.

Terra Daily — June 5, 2026

Today: Learning-Assisted Day-Ahead Energy Scheduling for Frequency-Secure Inverter-Dominated Grids with Grid-Forming Battery Energy Storage Systems, Physics-Informed Graph Learning Acceleration for Large-Scale AC-OPF with Topology Changes and more.

Terra Daily — June 4, 2026

Today: Source Side Mitigation of AI Datacenter Power Fluctuations with a Hybrid Energy Storage System and Residual Differentiable Predictive Control, A Survey of Smart Grid Emerging Use Cases and Relevant 5G and 6G Capabilities and Features and more.

Terra Daily — June 3, 2026

Today: Samudra 2: Scaling Ocean Emulators across Resolutions, Scalable Uncertainty Quantification for Extreme Weather Forecasting via Empirical Neural Tangent Kernels and more.

Terra Daily — June 2, 2026

Today: Lipschitz-Enforced Machine Learning Framework for Accelerating Transient Stability Analysis of Networked Grid-Interactive Inverters, Power Grid Infrastructure for AI Data Centers and more.

Terra Daily — June 1, 2026

Today: A Data-Driven Methodology for Scalable Distributed MPC in Heterogeneous Building Aggregation: From Systematic Feature Selection to Convex Optimization, Current Practices in Electricity Demand and Charging Scheduling for On-Road Electric Fleet Operations: An Industry-Wide Review and more.

Terra Daily — May 31, 2026

Today: Q&A: Can China turn hydrogen into its next clean-energy industry?, California — Lowest Wholesale Electricity Prices in USA and more.

Terra Daily — May 30, 2026

Today: AI boom means US is now 'investing more' in fossil-fuel power than China, EM-DAT: Trump aid cuts could close database storing 'world's memory of disasters' and more.

Terra Daily — May 29, 2026

Today: Identifiability of Low Frequency Li-ion Battery Parameters in Time Domain, Tensorized Radiative Heat Transfer for a Scalable and Calibrated Building Energy Simulator and more.

Terra Daily — May 28, 2026

Today: Skillful high-resolution weather forecasting independent of physical models, HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Spatial Downscaling and more.

Terra Daily — May 27, 2026

Today: AirCast-SR: A Foundation Model for Kilometer-Scale Atmospheric Super-Resolution via Latent Consistency Diffusion, Voltage and Frequency Stability Analysis of Transmission Power Grids with EV Charging Stations and more.

Terra Daily — May 26, 2026

Today: Multi-market value-stacking: Battery control for combined imbalance participation and non-uniform FCR bidding, Quantification of atmospheric carbon dioxide from the Geostationary Operational Environmental Satellite (GOES East) and more.

Terra Daily — May 25, 2026

Today: A Methodology for Impedance-based Stability Margin Analysis for Interconnected Offshore Wind Clusters, Holistic Grid-Forming Control to Enhance the Frequency Support from HVDC-Connected Offshore Wind Power Plants and more.

Terra Daily — May 23, 2026

Today: mobility-team/mobility, Guest post: How CMIP7 will shape the next wave of climate science and more.

Terra Daily — May 22, 2026

Today: Resilient Energy-Based Control for DC Data Centers under Grid and Load Disturbances, DAE-Embedded Neural Control Verification for Shipboard Microgrids under Transient Shocks and more.

Terra Daily — May 21, 2026

Today: Coordinated Optimal Power Quality Management in Distribution Systems Using The Residual Capacity of Community IBRs, Collaborative Optimization of Battery Charging / Swapping Stations for eVTOLs Based on Closed-Loop Supply Chain and Space-Time Network and more.

Terra Daily — May 20, 2026

Today: NORi: An ML-Augmented Ocean Boundary Layer Parameterization, WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling and more.

Terra Daily — May 19, 2026

Today: A Coupled Inductor Based Multi Port DC DC Converter with Coordinated Duty-Cycle and Phase Shift Control, Health-Aware Fast Charging Using Homogenized Model with Heterogeneous Internal State Reconstruction and more.

Terra Daily — May 18, 2026

Today: Optimizing Chilled Water Systems with Cooling Towers via Virtual Power Metrics and Extremum-Seeking Control, Co-Design Optimization for Data Center Cooling System via Digital Twin and more.

Terra Daily — May 17, 2026

Today: Ask HN: Do you care about sustainability (and how does it show at work)?, Ask HN: Pledges for SaaS startups valuing sustainability and ethics; any interest? and more.

Terra Daily — May 15, 2026

Today: Optimal design of solar-battery hybrid resources considering multi-market participation under weather and price uncertainty, Frequency Nadir-Constrained Power System Restoration Planning with Energy Storage and more.

Terra Daily — May 14, 2026

Today: Grid-Orch: An LLM-Powered Orchestrator for Distribution Grid Simulation and Analytics, Safe and Energy-Aware Decentralized PDE-Constrained Optimization-Based Control of Multi-UAVs for Persistent Wildfire Suppression and more.

Terra Daily — May 13, 2026

Today: Sensitivity Analysis of Performance-Based Partitioning in District Heating Networks, Enabling Small-Signal Stability Analysis of Black-Box Voltage Source Converters in Large-Scale Modern Power Systems and more.

Terra Daily — May 12, 2026

Today: Solar Cars: A Comprehensive Review, Price Distortions in Korea's Electricity Market: Barriers to Renewable Integration and Reform Pathways and more.

Terra Daily — May 11, 2026

Today: Control and Scheduling of Behind-the-Meter Battery Energy Storage Systems for Stacked Grid and Building Services, Electric Axle and Wheel Module Driveline Concepts for Self-propelled Agricultural Machinery and Equipment Carriers and more.

Terra Daily — May 10, 2026

Today: Q&A: How countries got the global 'net-zero' shipping deal 'back on track', Santa Marta: Key outcomes from first summit on 'transitioning away' from fossil fuels and more.

Terra Daily — May 8, 2026

Today: Foundation Twins: A New Generation of Power Systems Digital Twins using Foundation AI Models, Community-to-Vehicle: Integrating Electric Vehicles into Energy Communities -- A Swiss Case Study and more.

Terra Daily — May 7, 2026

Today: Building Power Grid Models from Open Data: A Complete Pipeline from OpenStreetMap to Optimal Power Flow, Thinking fast and slow -- decision intelligence for power systems and more.

Terra Daily — May 6, 2026

Today: High-Fidelity Full-Sky Video Prediction for Photovoltaic Ramp Event Forecasting, Event-Based Dynamic Programming for Pumped-Storage Hydropower Scheduling and more.

Terra Daily — May 5, 2026

Today: Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting, Cast3: Translating numerical weather prediction principles into data-driven forecasting and more.

Terra Daily — May 4, 2026

Today: An Annual Quasi-Static Time-Series Simulation Framework for Enhanced Transmission System Expansion Planning, Real-Time Neural Distributed Energy Resources Dispatch with Feasibility Guarantees and more.

Terra Daily — May 2, 2026

Today: Ask HN: What can I do to actively fight climate change?, A New Sodium-Ion Battery Twist In The Tale Of ESS and more.

Terra Daily — May 1, 2026

Today: Multidisciplinary Design Optimization for Wave-Driven Desalination Systems, Regime-Adaptive Weighted Ensemble Learning for Computing-Driven Dynamic Load Forecasting in AI Data Centers and more.

Terra Daily — April 30, 2026

Today: Risk-Aware Multi-Market Scheduling of Virtual Power Plants with Dynamic Network Tariffs, Learning to Route Electric Trucks Under Operational Uncertainty and more.

Terra Daily — April 29, 2026

Today: A Class AAA Solar Testbed for Reproducible Long-Term Characterization of Energy-Harvesting Systems, A Novel Two-Step Approach for Reactive Power Demand Calculation Using Integrated Voltage Stability Analysis and more.