Thomas P Parnell

This inventor holds 67 USPTO granted patents and 6 published patent applications, primarily in Machine Learning Optimization (CPC class G06F). Top assignees: International Business Machines Corporation, Other. Active years: 2016-2026.

USPTO Granted Patents = 67 (Patent Applications = 6)

% Patents Active = 58.2

Average Co-Inventor Count = 5.1

ph-index = 8

Forward Citations = 237(Granted Patents)

Forward Citations (Not Self Cited) = 201(Dec 10, 2025)

Inventors with similar research interests:

Location History:

Zurich, GB (2016)
Rueschlikon, CH (2017 - 2018)
Zürich, CH (2016 - 2022)
Zurich, CH (2016 - 2024)

Company Filing History:

66 out of 166,209

International Business Machines Corporation

patents

1 out of 834,350

Other

patents

Years Active: 2016-2026

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Areas of Expertise:

Decision Tree Inferences

Machine Learning Models

Data Compression

Non-Volatile Memory

Memory Selection Scheme

Recommender Systems

Error-Correction Encoding

Data Protection Techniques

Workload Adaptation

Parallel Training

Context Model Ensemble

Hash Computations

67 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12651197 - Selection of a machine learning model (2026-06-09),

2. 12541572 - Accelerating decision tree inferences based on complementary tensor operation sets (2026-02-03),

3. 12487862 - Configuration and optimization of a source of computerized resources (2025-12-02),

4. 12462201 - Dynamically optimizing decision tree inferences (2025-11-04),

5. 12423589 - Training decision tree-based predictive models (2025-09-23),

6. 12175377 - Joint execution of decision tree nodes for accelerating inferences (2024-12-24),

7. 11886960 - Elastic training of machine learning models via re-partitioning based on feedback from the training algorithm (2024-01-30),

8. 11803779 - Constructing an ensemble model from randomly selected base learners (2023-10-31),

9. 11573803 - Parallel training of machine learning models (2023-02-07),

10. 11562270 - Straggler mitigation for iterative machine learning via task preemption (2023-01-24),

11. 11461694 - Machine learning implementation in processing systems (2022-10-04),

12. 11315035 - Machine learning in heterogeneous processing systems (2022-04-26),

13. 11301776 - Memory-based data selection scheme for machine learning training on limited memory resources (2022-04-12),

14. 11295236 - Machine learning in heterogeneous processing systems (2022-04-05),

15. 11222054 - Low-complexity methods for assessing distances between pairs of documents (2022-01-11),

Title: Thomas P. Parnell - Innovative Inventor from Zurich

Introduction: Thomas P. Parnell is a renowned inventor based in Zurich, Switzerland, known for his groundbreaking contributions to various fields of technology and science.

Latest Patents: Thomas P. Parnell holds several patents in the areas of renewable energy, nanotechnology, and biomedicine, showcasing his versatility and forward-thinking approach to innovation.

Career Highlights: With a career spanning over two decades, Thomas P. Parnell has worked with leading research institutions and universities worldwide, pushing the boundaries of what is possible in the realm of inventions.

Collaborations: Throughout his career, Thomas P. Parnell has collaborated with top companies, banks, and research institutions, fostering a culture of innovation and excellence in all his projects.

Conclusion: Thomas P. Parnell's passion for innovation and his relentless pursuit of excellence have solidified his position as a pioneering inventor in the global technological landscape.