George M. Bollas

25 papers C 11Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hyperdimensional computing for explainable information fusion and multi-task adaptation in advanced manufacturing.
Inf. Fusion
Danny Hoang, Ruimin Chen, George M. Bollas, Farhad Imani
2025 J jnl
Fault Diagnosis and Prognosis With Inferential Sensors: A Hybrid Approach Integrating Symbolic Regression and Information Theory.
IEEE Access
Efi Safikou, Krishna R. Pattipati, George M. Bollas
2025 C conf
GAN-based feature representation and data augmentation for tool wear classification.
CoDIT
Seulki Han, George M. Bollas
2025 J jnl
Tool wear classification in precision machining using distance metrics and unsupervised machine learning.
J. Intell. Manuf.
Debasish Mishra, Utsav Awasthi, Krishna R. Pattipati, George M. Bollas
2024 C conf
Fault Detection in Closed-Loop Systems Based on Inferential Sensors.
ACC
Efi Safikou, George M. Bollas
2024 J jnl
Fault detection and isolation in uncertain dynamic systems using composite optimization and inferential sensing.
Comput. Chem. Eng.
Efi Safikou, George M. Bollas
2024 C conf
Image-based Cutting Tool Health Diagnosis in Multi-machine Settings.
ISM
Debasish Mishra, Krishna R. Pattipati, George M. Bollas
2024 J jnl
Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data.
J. Comput. Phys.
Benjamin Cohen, Burcu Beykal, George M. Bollas
2024 C conf
Symbolic regression-based hybrid models for a manufacturing process.
CoDIT
Seulki Han, Debasish Mishra, Krishna R. Pattipati, George M. Bollas
2023 — conf
Dynamic System Identification from Scarce and Noisy Data Using Symbolic Regression.
CDC
Benjamin Cohen, Burcu Beykal, George M. Bollas
2023 C conf
Explainable Symbolic Regression Model for Tool Wear Diagnosis.
CoDIT
Debasish Mishra, Seulki Han, Krishna R. Pattipati, George M. Bollas
2023 C conf
Symbolic Regression for Fault Prognosis and Remaining Useful Life Estimation.
ACC
Efi Safikou, George M. Bollas
2022 J jnl
Inference of faults through symbolic regression of system data.
Comput. Chem. Eng.
William T. Hale, Efi Safikou, George M. Bollas
2021 — conf
Sensor Fusion and Inferential Sensing for Fault Detection and Isolation in Uncertain Systems
SysTol
Efi Safikou, George M. Bollas
2021 J jnl
Sensor Selection Embedded in Active Fault Diagnosis Algorithms.
IEEE Trans. Control. Syst. Technol.
Kyle A. Palmer, George M. Bollas
2020 C conf
Least-Squares- and Information-Theory-Based Inferential Sensor Design for Fault Diagnostics.
ACC
William T. Hale, George M. Bollas
2019 J jnl
Active Fault Identification by Optimization of Test Designs.
IEEE Trans. Control. Syst. Technol.
Kyle A. Palmer, William T. Hale, George M. Bollas
2019 J jnl
Analysis of transient data in test designs for active fault detection and identification.
Comput. Chem. Eng.
Kyle A. Palmer, George M. Bollas
2019 J jnl
Semi-infinite programming for global guarantees of robust fault detection and isolation in safety-critical systems.
Comput. Chem. Eng.
William T. Hale, Matthew Wilhelm, Kyle A. Palmer, Matthew D. Stuber, George M. Bollas
2018 C conf
Active Fault Diagnosis with Sensor Selection in a Diesel Engine Air Handling System.
ACC
Kyle A. Palmer, William T. Hale, George M. Bollas
2018 J jnl
Design of Built-In Tests for Active Fault Detection and Isolation of Discrete Faults.
IEEE Access
William T. Hale, George M. Bollas
2018 C conf
Design of Built-In Tests for Robust Active Fault Detection and Isolation of Discrete Faults in Uncertain Systems.
ACC
William T. Hale, Kyle A. Palmer, Matthew D. Stuber, George M. Bollas
2018 C conf
Learning Stable Nonlinear Dynamical Systems with External Inputs using Gaussian Mixture Models.
ACC
Harish Chaandar Ravichandar, Iman Salehi, Brian P. Baillie, George M. Bollas, Ashwin P. Dani
2017 J jnl
Supervisory Control for Resilient Chiller Plants Under Condenser Fouling.
IEEE Access
Khushboo Mittal, James P. Wilson, Brian P. Baillie, Shalabh Gupta, George M. Bollas, Peter B. Luh
2007 C conf
Feed conversion targeting in an FCC pilot plant using a non-linear MPC strategy.
ACC
George M. Bollas, Ismini Anastasiou, Simira Papadopoulou, Spyros Voutetakis, Panos Seferlis