Lam Nguyen

This inventor holds 25 USPTO granted patents and 22 published patent applications, plus 1 CIPO patent, primarily in Machine Learning Optimization. Top assignees: International Business Machines Corporation, Massachusetts Institute of Technology. Active years: 2021-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Lam Nguyen. Retrieved from https://idiyas.com/inventor/lam-nguyen-tp13qt2w

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 25 (Patent Applications = 22)

% Patents Active = 96.0

CIPO Patents = 1 (Patent Applications = 16)

Average Co-Inventor Count = 3.9

ph-index = 1

Forward Citations = 6(Granted Patents)

Company Filing History:

25 out of 166,409

International Business Machines Corporation

patents

3 out of 8,594

Massachusetts Institute of Technology

patents

where one patent can have more than one assignee

Years Active: 2021-2026

Loading Chart...

Areas of Expertise:

Neural Networks

Optimization Models

Regression Analysis

Feature Extraction

Decision Trees

Federated Learning

Dynamic Systems

Data Compression

Text Generation

Production Control

Machine Learning

Data Analysis

25 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12743634 - Neural network-based dynamical system modeling for contrastively learned conservation laws (2026-09-22),

2. 12731010 - Multivariable time-series feature extraction (2026-09-08),

3. 12725679 - Generative modeling and representational learning from multi-sequence alignment and phylogenetic tree data (2026-09-01),

4. 12718113 - Boosting classification and regression tree performance with dimension reduction (2026-08-25),

5. 12639636 - Integrated machine learning prediction and optimization for decision-making (2026-05-26),

6. 12586002 - Multi-polytope machine for classification (2026-03-24),

7. 12579434 - Training a neural network using an accelerated gradient with shuffling (2026-03-17),

8. 12567232 - Certification-based robust training by refining decision boundary (2026-03-03),

9. 12518174 - Site-wide optimization for mixed regression models and mixed control variables (2026-01-06),

10. 12488223 - Federated learning for training machine learning models (2025-12-02),

11. 12456070 - System-level control using tree-based regression with outlier removal (2025-10-28),

12. 12443682 - Automated generation of optimization model for system-wide plant optimization (2025-10-14),

13. 12443454 - Optimizer agnostic explanation system for large scale schedules (2025-10-14),

14. 12436924 - Unsupervised learning from public tabular datasets (2025-10-07),

15. 12399469 - Regression-optimization control of production process with dynamic inputs (2025-08-26),

Title: The Innovative Contributions of Lam Nguyen

Introduction

Lam Nguyen is a prominent inventor based in Ossining, NY (US). He has made significant contributions to the field of technology, holding a total of 25 patents. His work primarily focuses on optimization and regression techniques, which have applications in various industries.

Latest Patents

One of Lam Nguyen's latest patents is titled "System-level control using tree-based regression with outlier removal." This invention involves training an optimal interpretable decision tree for regression using mixed-integer linear programming techniques. The method includes receiving input data, which consists of time-series data, and training an optimal decision tree for regression while filtering out outliers through a linear loss model.

Another notable patent is "Automated generation of optimization model for system-wide plant optimization." This computer-implemented method automatically generates an optimization model for site-wide plant optimization by mapping a process flow diagram to a graph. The nodes represent processes, and the edges represent flows between these processes. The method learns behaviors for each node based on historical data and models regression functions to predict outputs for each process.

Career Highlights

Lam Nguyen is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop new technologies. His work at IBM has allowed him to collaborate with other talented professionals in the field.

Collaborations

Some of Lam Nguyen's coworkers include Dzung Tien Phan and Pavankumar Murali. Their collaborative efforts contribute to the advancement of technology and the development of innovative solutions.

Conclusion

Lam Nguyen's contributions to the field of technology through his patents and work at IBM highlight his role as a leading inventor. His innovative approaches to optimization and regression continue to influence various industries.

Profile summary based on public USPTO records.