Automated Discovery of Laser Dicing Processes with Bayesian Optimization for Semiconductor Manufacturing
Fuente:
arXiv
Saved in:
| Main Authors: | Leeftink, David, Doll, Roman, Visserman, Heleen, Post, Marco, Boughorbel, Faysal, Hinne, Max, van Gerven, Marcel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neural Co-state Policies: Structuring Hidden States in Recurrent Reinforcement Learning
by: Leeftink, David, et al.
Published: (2026)
by: Leeftink, David, et al.
Published: (2026)
Optimal Control of Probabilistic Dynamics Models via Mean Hamiltonian Minimization
by: Leeftink, David, et al.
Published: (2025)
by: Leeftink, David, et al.
Published: (2025)
Robust Inference of Dynamic Covariance Using Wishart Processes and Sequential Monte Carlo
by: Huijsdens, Hester, et al.
Published: (2024)
by: Huijsdens, Hester, et al.
Published: (2024)
Modeling and Detection of Critical Slowing Down in Epileptic Dynamics
by: Qin, Yuzhen, et al.
Published: (2024)
by: Qin, Yuzhen, et al.
Published: (2024)
Decorrelation Speeds Up Vision Transformers
by: Carrigg, Kieran, et al.
Published: (2025)
by: Carrigg, Kieran, et al.
Published: (2025)
Control of Discrete-Time Linear Systems with Charge-Balanced Inputs
by: Qin, Yuzhen, et al.
Published: (2025)
by: Qin, Yuzhen, et al.
Published: (2025)
Modeling and Design Optimization of a Linear Motor with Halbach Array for Semiconductor Manufacturing Technology
by: Mohammadi, Sajjad, et al.
Published: (2023)
by: Mohammadi, Sajjad, et al.
Published: (2023)
Vibrational Control of Complex Networks
by: Qin, Yuzhen, et al.
Published: (2024)
by: Qin, Yuzhen, et al.
Published: (2024)
Joint Parameter and State-Space Bayesian Optimization: Using Process Expertise to Accelerate Manufacturing Optimization
by: Kiroriwal, Saksham, et al.
Published: (2026)
by: Kiroriwal, Saksham, et al.
Published: (2026)
Real-Time Decorrelation-Based Anomaly Detection for Multivariate Time Series
by: Sadough, Amirhossein, et al.
Published: (2025)
by: Sadough, Amirhossein, et al.
Published: (2025)
From Automation to Autonomy in Smart Manufacturing: A Bayesian Optimization Framework for Modeling Multi-Objective Experimentation and Sequential Decision Making
by: Asru, Avijit Saha, et al.
Published: (2025)
by: Asru, Avijit Saha, et al.
Published: (2025)
Generating Sustainability-Targeting Attacks For Cyber-Physical Systems
by: Ahamed, Faysal, et al.
Published: (2025)
by: Ahamed, Faysal, et al.
Published: (2025)
Dynamic functional brain connectivity results depend on modeling assumptions: comparing frequentist and Bayesian hypothesis tests
by: Huijsdens, Hester, et al.
Published: (2025)
by: Huijsdens, Hester, et al.
Published: (2025)
ROM-Based Stochastic Optimization for a Continuous Manufacturing Process
by: Cruz-Oliver, Raul, et al.
Published: (2023)
by: Cruz-Oliver, Raul, et al.
Published: (2023)
Bayesian Ambiguity Contraction-based Adaptive Robust Markov Decision Processes for Adversarial Surveillance Missions
by: Choi, Jimin, et al.
Published: (2025)
by: Choi, Jimin, et al.
Published: (2025)
In-situ Controller Autotuning by Bayesian Optimization for Closed-loop Feedback Control of Laser Powder Bed Fusion Process
by: Kavas, Baris, et al.
Published: (2024)
by: Kavas, Baris, et al.
Published: (2024)
Analytical Characterization of Epileptic Dynamics in a Bistable System
by: Qin, Yuzhen, et al.
Published: (2024)
by: Qin, Yuzhen, et al.
Published: (2024)
Generative Model Predictive Control in Manufacturing Processes: A Review
by: Lee, Suk Ki, et al.
Published: (2025)
by: Lee, Suk Ki, et al.
Published: (2025)
Inverted Gaussian Process Optimization for Probabilistic Koopman Operator Discovery
by: Majumdar, Abhigyan, et al.
Published: (2025)
by: Majumdar, Abhigyan, et al.
Published: (2025)
Physics-Constrained Adaptive Neural Networks Enable Real-Time Semiconductor Manufacturing Optimization with Minimal Training Data
by: Guerrero, Rubén Darío
Published: (2025)
by: Guerrero, Rubén Darío
Published: (2025)
Bayesian Optimization of Laser-Wakefield Acceleration via Spectral Pulse Shaping
by: Djordjević, B. Z., et al.
Published: (2025)
by: Djordjević, B. Z., et al.
Published: (2025)
Double-Helix based Real-Time Single Particle Tracking
by: Hossain, Md Faysal, et al.
Published: (2025)
by: Hossain, Md Faysal, et al.
Published: (2025)
Spiking neurons as predictive controllers of linear systems
by: Agliati, Paolo, et al.
Published: (2025)
by: Agliati, Paolo, et al.
Published: (2025)
Optimized Excitation Signal Tailored to Pertinent Dynamic Process Characteristics
by: Herkersdorf, Max Heinz, et al.
Published: (2024)
by: Herkersdorf, Max Heinz, et al.
Published: (2024)
Neuromorphic Intelligence
by: van Gerven, Marcel
Published: (2025)
by: van Gerven, Marcel
Published: (2025)
Wasserstein Barycenter Gaussian Process based Bayesian Optimization
by: Candelieri, Antonio, et al.
Published: (2025)
by: Candelieri, Antonio, et al.
Published: (2025)
KAN-Therm: A Lightweight Battery Thermal Model Using Kolmogorov-Arnold Network
by: Mallick, Soumyoraj, et al.
Published: (2025)
by: Mallick, Soumyoraj, et al.
Published: (2025)
Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization
by: Vlaswinkel, Maarten, et al.
Published: (2025)
by: Vlaswinkel, Maarten, et al.
Published: (2025)
Trajectory Optimization for Spatial Microstructure Control in Electron Beam Metal Additive Manufacturing
by: Khrenov, Mikhail, et al.
Published: (2024)
by: Khrenov, Mikhail, et al.
Published: (2024)
AOI-SSL: Self-Supervised Framework for Efficient Segmentation of Wire-bonded Semiconductors In Optical Inspection
by: Figueira, Joaquín, et al.
Published: (2026)
by: Figueira, Joaquín, et al.
Published: (2026)
Closed-loop Identification of a MSW Grate Incinerator using Bayesian Optimization for Selecting Model Inputs and Structure
by: Lips, Johannes, et al.
Published: (2024)
by: Lips, Johannes, et al.
Published: (2024)
Early Stopping Bayesian Optimization for Controller Tuning
by: Stenger, David, et al.
Published: (2025)
by: Stenger, David, et al.
Published: (2025)
Highway Managed Lane Usage and Tolling for Mixed Traffic Flows with Connected Automated Vehicles (CAVs) and High-Occupancy Vehicles (HOVs)
by: Ng, Max T. M., et al.
Published: (2024)
by: Ng, Max T. M., et al.
Published: (2024)
Closed Loop Reference Optimization for Extrusion Additive Manufacturing
by: Hoteit, Rawan, et al.
Published: (2025)
by: Hoteit, Rawan, et al.
Published: (2025)
Regularization in Space-Time Topology Optimization for Multi-Axis Additive Manufacturing
by: Wang, Weiming, et al.
Published: (2024)
by: Wang, Weiming, et al.
Published: (2024)
Efficient Gradient-Enhanced Bayesian Optimizer with Comparisons to Conjugate-Gradient and Quasi-Newton Optimizers for Unconstrained Local Optimization
by: Marchildon, André L., et al.
Published: (2025)
by: Marchildon, André L., et al.
Published: (2025)
A Model-Based Approach to Automated Digital Twin Generation in Manufacturing
by: Alexopoulos, Angelos, et al.
Published: (2025)
by: Alexopoulos, Angelos, et al.
Published: (2025)
ECCBO: An Inherently Safe Bayesian Optimization with Embedded Constraint Control for Real-Time Optimization
by: Krishnamoorthy, Dinesh
Published: (2024)
by: Krishnamoorthy, Dinesh
Published: (2024)
A Framework for Nonlinearly-Constrained Gradient-Enhanced Local Bayesian Optimization with Comparisons to Quasi-Newton Optimizers
by: Marchildon, André L., et al.
Published: (2025)
by: Marchildon, André L., et al.
Published: (2025)
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
by: Yuan, Xinzhe, et al.
Published: (2026)
by: Yuan, Xinzhe, et al.
Published: (2026)
Similar Items
-
Neural Co-state Policies: Structuring Hidden States in Recurrent Reinforcement Learning
by: Leeftink, David, et al.
Published: (2026) -
Optimal Control of Probabilistic Dynamics Models via Mean Hamiltonian Minimization
by: Leeftink, David, et al.
Published: (2025) -
Robust Inference of Dynamic Covariance Using Wishart Processes and Sequential Monte Carlo
by: Huijsdens, Hester, et al.
Published: (2024) -
Modeling and Detection of Critical Slowing Down in Epileptic Dynamics
by: Qin, Yuzhen, et al.
Published: (2024) -
Decorrelation Speeds Up Vision Transformers
by: Carrigg, Kieran, et al.
Published: (2025)