Demo Data from EDBT 2026 / reviewers in the wild / expert
Deepak Trivedi
dblp:50/1295
· DBLP profile ↗
3ranked-venue papers
2as first author
0since 2021 · last 2008
0009-0005-0882-5511ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 1 first-authorSystems, architecture and hardware · 1 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Robot manipulation · 100% | |
| Databases, data mining, and information retrieval
1 paper |
Data mining · 100% | |
| Interdisciplinary, comprehensive, and emerging computing
1 paper |
Environmental and earth informatics · 100% |
Topics — the 2 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Robotics › Robot manipulation › soft robotics
soft manipulator modeling |
0.1 | 1 | 2008 | Geometrically Exact Models for Soft Robotic Manipulators · IEEE Trans. Robotics 2008 |
Environmental and earth informatics › meteorology
meteorological analysis |
0.0 | 1 | 2004 | Weather Data Mining Using Independent Component Analysis · J. Mach. Learn. Res. 2004 |
Methods — techniques the papers use, named apart from their topics
independent component analysis · 0.1cosserat rod theory · 0.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2008 | Geometrically Exact Models for Soft Robotic ManipulatorsabstractUnlike traditional rigid linked robots, soft robotic manipulators can bend into a wide variety of complex shapes due to control inputs and gravitational loading. This paper presents a new approach for modeling soft robotic manipulators that incorporates the effect of material nonlinearities and distributed weight and payload. The model is geometrically exact for the large curvature, shear, torsion, and extension that often occur in these manipulators. The model is based on the geometrically exact Cosserat rod theory and a fiber reinforced model of the air muscle actuators. The model is validated experimentally on the OctArm V manipulator, showing less than 5% average error for a wide range of actuation pressures and base orientations as compared to almost 50% average error for the constant-curvature model previously used by researchers. Workspace plots generated from the model show the significant effects of self-weight on OctArm V. Deepak Trivedi, Amir Lotfi, Christopher D. Rahn |
IEEE Trans. Robotics | 1 |
| 2007 | Geometrically exact dynamic models for soft robotic manipulatorsabstractUnlike traditional rigid-linked robots, soft robotic manipulators can bend into a wide variety of complex shapes due to control inputs and gravitational loading. This paper presents a new approach for modeling the dynamics of soft robotic manipulators that incorporates the effect of material nonlinearities and distributed and payload weight and is geometrically exact for the large curvature, shear, torsion and extension that often occur in these manipulators. The model is based on the general Cosserat theory of rods and a fiber reinforced model of air muscle actuators. The model is validated experimentally on the OctArm V manipulator, showing less that 5% average error for a wide range of actuation pressures and base orientations as compared to almost 50% average error for the constant curvature model previously used by researchers. Deepak Trivedi, Amir Lotfi, Christopher D. Rahn |
IROS | 1 |
| 2004 | Weather Data Mining Using Independent Component Analysis
Jayanta Basak, Anant Sudarshan, Deepak Trivedi, M. S. Santhanam |
J. Mach. Learn. Res. | 3 |