将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。

LLM structural reasoning validation via gamma exposure analysis in options markets. Papers 1 & 2 complete. Digital Finance (Springer) submission in progress.

Low-Dose CT Reconstruction (Diffusion vs UNet/SwinIR)

Public evidence package for the Instats report on responsible AI use in PhD-level research and research training. A global capability framework for university research leadership across 38 top-tier doctoral universities and 14 national research funders.

Formally Verified Federated Learning Framework for Privacy-Preserving Anomaly Detection in Path-Aware Networks (PhD Research)

Meta-Learning for Cross-Domain Multi-Fidelity Optimization | PhD Research Framework | Learning transferable fidelity allocation strategies across aerospace, robotics, materials, and fluids

The official repository for the Entropic Threat Continuum (ETC) framework and the Plesca Taxonomy, translating theoretical cybersecurity into practical, open-source architectures.

Macro determinants of bank stability in the EA-20 (2000-2022). Two-way FE and System-GMM panel econometrics. Data: GFDD, IMF, FSI, Eurostat, ECB SDW.

Local Streamlit app for three-stage qualitative coding of interview transcripts, built for PhD research workflows.

Detecção Precoce de Estudantes em Risco de Evasão Usando Dados Administrativos e Aprendizagem de Máquina

Interactive scrollytelling on GenAI workplace adoption, simulated through Schelling's Segregation model and Granovetter's Threshold Theory — when does individual AI use become a collective norm? Emergence Lab research.

Research hub — interactive computational research on complex systems, emergence, and collective behavior. PhD research identity of Anthony Seumal.

PhD Research Framework for Data-Driven Modeling of Elastic-Plastic Material Behavior. A comprehensive library providing tools for defining, training, and validating neural network-based constitutive models against simulation data.

Detector-agnostic ML classifier for hit/non-hit identification in Serial Femtosecond X-ray Crystallography (SFX), generalizing across AGIPD, JUNGFRAU 4M, ePix10k, and Eiger4M detectors.

Ph.D Research Project: Intelligent Smart Farming Management using IoT and AI

Python workflow for NIST CONTAM indoor air quality simulations across 19 U.S. cities and five residential building types. Integrates WRF-CMAQ, MACA climate projections, and NOAA weather data to assess climate change impacts on indoor exposures. Ph.D. in Engineering Science, WSU, 2022 (adviser: Von P. Walden).

PhD researcher — ML for financial market security | GNNs, LLMs, options microstructure | IEEE BigData 2025 | AIAI 2026 accepted | JRFM under review

A cellular-automaton investigation into Metro Manila flood thresholds — recovers a directed-percolation phase transition (p_c ≈ 0.705) from a probabilistic Wolfram Rule 250 model. Emergence Lab research.

TrialMatchAI is an AI system that matches patients to relevant clinical trials by analyzing patient health data and trial eligibility criteria using machine learning and NLP. It predicts eligibility, ranks suitable trials, and explains the matches to assist clinicians in recruitment.

A scrollytelling simulation of how GenAI adoption moves from experimentation to scale through diffusion, percolation, tipping points, threshold behavior, segregation, and governance. Emergence Lab research.