Patent Leaderboard
USPTO Patent Rankings Data through Dec 31, 2025
ME

Markus Ettl — 37 Patents

IBM: 37 patents #2,608 of 70,183Top 4%
Ossining, NY: #44 of 613 inventorsTop 8%
New York: #2,983 of 115,490 inventorsTop 3%
Overall (All Time): #88,321 of 4,157,543Top 3%
37 Patents All Time
Markus Ettl has been granted 37 US patents while listed as an inventor at IBM. The first was granted in 1999 and the most recent in December 2025. Markus Ettl ranks #88,321 of 4,157,543 US inventors in our database (top 2.1%). Patent records list Markus Ettl in Ossining, NY, US.

Patents per Year

Patents granted per year, 1999 to 2023Bar chart with a peak of 8 patents in 2013.peak 81999: 1 patents19992000: 1 patents2005: 1 patents20052009: 1 patents2011: 2 patents20112012: 4 patents2013: 8 patents20132014: 2 patents2017: 1 patents20172019: 5 patents2020: 2 patents20202021: 3 patents2022: 3 patents20222023: 1 patents2023

Issued Patents All Time

Showing 1–25 of 37 patents

Patent #TitleCo-InventorsDateApprox Value ⓘ
12511662 Generalized demand estimation for automated forecasting systems Shivaram Subramanian, Brian Leo Quanz, Pavithra Harsha, Ajay A. Deshpande 2025-12-30
12437198 Classification of a non-monetary donation based on machine learning Thorsten Muehge, Erik Rueger, Beverley Joanne Dyke, Thomas William Moncreaff 2025-10-07
11593722 Method and structure for risk-based resource planning for configurable products Ching-Hua Chen-Ritzo, John Peter Fasano, Aliza R. Heching, Karthik Sourirajan, Robert J. Wittrock 2023-02-28 $9,133,000
11361325 Dynamic management of a customer life-cycle value Pawan R. Chowdhary, Donald Keefer, Gabriel Toma, Zhengliang Xue 2022-06-14 $8,092,000
11321762 Automated hybrid propensity decision vector generation using artificial intelligence Shivaram Subramanian, Pavithra Harsha, Wei Sun 2022-05-03 $6,057,000
11295320 Dynamic management of a customer life-cycle value Pawan R. Chowdhary, Donald Keefer, Gabriel Toma, Zhengliang Xue 2022-04-05 $5,706,000
11176492 Training a machine to automate spot pricing of logistics services in a large-scale network Pawan R. Chowdhary, Roger D. Lederman, Tim Nonner, Ulrich B. Schimpel, Zhengliang Xue +1 more 2021-11-16 $1,912,000
11100570 Product configuration recommendation and optimization Pawan R. Chowdhary, Somnath Mukherjee, Zhengliang Xue 2021-08-24 $4,861,000
11074601 Real time personalized pricing for limited inventory assortments in a high-volume business environment Shivaram Subramanian, Pavithra Harsha, Rajesh Kumar Ravi 2021-07-27 $4,187,000
10692039 Cargo logistics dispatch service with integrated pricing and scheduling Pawan R. Chowdhary, Zhenyu Hu, Roger D. Lederman, Zhengliang Xue 2020-06-23 $2,380,000
10546320 Determining feature importance and target population in the context of promotion recommendation Adam N. Elmachtoub, Sechan Oh, Marek Petrik, Rajesh Kumar Ravi 2020-01-28 $1,679,000
10467631 Ranking and tracking suspicious procurement entities Amit Dhurandhar, Bruce C. Graves, Gopikrishna Maniachari, Anthony T. Mazzatti, Rajesh Kumar Ravi 2019-11-05 $4,028,000
10332026 Building thermal control techniques Young-Min Lee, Hongxia Yang, Rui Zhang 2019-06-25 $2,152,000
10332029 Building thermal control techniques Young-Min Lee, Hongxia Yang, Rui Zhang 2019-06-25 $2,152,000
10332032 Training a machine to automate spot pricing of logistics services in a large-scale network Pawan R. Chowdhary, Roger D. Lederman, Tim Nonner, Ulrich B. Schimpel, Zhengliang Xue +1 more 2019-06-25 $2,152,000
10318966 Computer-implemented techniques for determining and provisioning real-time individualized product and service offering Sechan Oh, Steven G. Pinchuk 2019-06-11 $1,829,000
9626646 Distributed optimization method for real-time omnichannel retail operations Pavithra Harsha, Shivaram Subramanian 2017-04-18 $1,813,000
8843404 Joint pricing and replenishment of freshness inventory Daniel P. Connors, David D. Yao, Zhengliang Xue 2014-09-23 $6,171,000
8732090 Optimizing procurement spend compliance Pawan R. Chowdhary, Amit Dhurandhar, Soumyadip Ghosh, Bruce C. Graves, William S. Schaefer +2 more 2014-05-20 $10,035,000
8600841 Large inventory-service optimization in configure-to-order systems Feng Cheng, Grace Yuh-Jiun Lin, David D. Yao 2013-12-03 $7,507,000
8543473 Business partner collaboration and buy analysis Lianjun An, Blair A. Binney, Mamnoon Jamil, Shubir Kapoor, Rajesh Kumar Ravi +2 more 2013-09-24 $6,780,000
8527322 Proactive demand shaping for a configurable product portfolio with uncertain demand Anshul Sheopuri, Karthik Sourirajan 2013-09-03 $4,698,000
8494885 Modeling distribution of emergency relief supplies for disaster response operations Soumyadip Ghosh, Young-Min Lee 2013-07-23 $2,085,000
8494916 Managing fresh-product inventory Daniel P. Connors, David D. Yao, Zhengliang Xue 2013-07-23 $2,085,000
8463651 Non-instrumented perishable product tracking in a supply chain Daniel P. Connors, Mary E. Helander, Shubir Kapoor, Stuart A. Siegel 2013-06-11 $11,699,000