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These proposed records describe research scope. They are not peer-reviewed publications or released benchmarks. Full manuscripts and supporting datasets have not yet been provided.

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01 /2026Manuscript pending

OPEN-TR-2026-01 · Proposed OPEN technical report

Agentic Orchestration for Legacy Fortran/C++ Monte Carlo Energy Transport Solvers and Distributed Microgrid Telemetry

Proposed authors: Jeffrey H. Kleck, Matthew P. Lungren, Open Power & Energy Network Computational Physics Group

Proposed scope: multi-agent workflows for legacy EGS4/MCNP transport software, modern C++/Rust architectures, and predictive load balancing for renewable microgrids.

Publication, authorship confirmation, and dataset release are pending. No manuscript or code download is currently available.

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02 /2025–2026Manuscript pending

OPEN-TR-2025-04 · Proposed OPEN technical report

Multimodal Scientific Foundation Models for Solid-State Battery Thermal Dynamics and High-Density Grid Resilience

Proposed authors: Matthew P. Lungren, Jeffrey H. Kleck, Steve Young

Proposed scope: evaluation benchmarks that combine grid telemetry and materials descriptors to study battery thermal dynamics and energy-storage dispatch.

Publication, authorship confirmation, and dataset release are pending. No manuscript or code download is currently available.

Ask about this research

From open questions
to new possibilities.

Open questions.
Proposed directions.

Agentic Orchestration for Legacy Fortran/C++ Monte Carlo Energy Transport Solvers and Distributed Microgrid Telemetry

Multimodal Scientific Foundation Models for Solid-State Battery Thermal Dynamics and High-Density Grid Resilience

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From open questionsto new possibilities.

Open questions.Proposed directions.

Agentic Orchestration for Legacy Fortran/C++ Monte Carlo Energy Transport Solvers and Distributed Microgrid Telemetry

Multimodal Scientific Foundation Models for Solid-State Battery Thermal Dynamics and High-Density Grid Resilience

From open questions
to new possibilities.

Open questions.
Proposed directions.