Federated Incremental Learning algorithm based on Topological Data Analysis.
Pattern Recognit., 2025
A predictive machine learning force-field framework for liquid electrolyte development.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Nat. Mac. Intell., 2025
An overview of implementing security and privacy in federated learning.
Artif. Intell. Rev., August, 2024
FedMMD: A Federated weighting algorithm considering Non-IID and Local Model Deviation.
Expert Syst. Appl., March, 2024
Multi-AUV Cooperative Navigation Algorithm Based on Factor Graph With Stretching Nodes' Strategy.
IEEE Trans. Instrum. Meas., 2024
A Review of Anthropogenic Ground-Level Carbon Emissions Based on Satellite Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Performance-guaranteed prescribed-time bipartite consensus of networked Lagrangian agents with bounded inputs and signed digraphs.
J. Frankl. Inst., 2024
Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage.
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Crystals with Transformers on Graphs, for Prediction of Unconventional Crystal Material Properties and the Benchmark.
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Multimodal machine learning for materials science: composition-structure bimodal learning for experimentally measured properties.
CoRR, 2023
A cloud platform for automating and sharing analysis of raw simulation data from high throughput polymer molecular dynamics simulations.
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2022
Scan-Based Self Anomaly Detection: Client-Side Mitigation of Channel-Based Man-in-the-Middle Attacks Against Wi-Fi.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020
RNA3DCNN: Local and global quality assessments of RNA 3D structures using 3D deep convolutional neural networks.
PLoS Comput. Biol., 2018
Formal Description for an Object-Oriented Role-based Access Control Model.
Comput. Inf. Sci., 2009