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Jie Zhang
Miss
Doctor of Philosophy
,
Department of Computer Science
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Research output
(3)
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(6)
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Research output
3
Article
Research output per year
Research output per year
3 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
Title
Type
Search results
2022
Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer
Zhang, J.
,
Zhao, Y.
,
Bao, T.
,
Li, Z.
,
Qian, K.
,
Frangi, A. F.
,
Xie, S. Q.
&
Zhang, Z. Q.
,
8 Dec 2022
,
In:
IEEE Transactions on Instrumentation and Measurement.
72
,
p. 1-11
11 p.
, 2500811.
Research output
:
Contribution to journal
›
Article
›
peer-review
Model
100%
Physics
62%
Independent Variables
25%
Joint Kinematics
25%
Soft Constraint
25%
Correlated Chained Gaussian Processes for Modelling Citizens Mobility Using a Zero-Inflated Poisson Likelihood
Giraldo, J. J.
,
Zhang, J.
&
Alvarez, M. A.
,
1 Nov 2022
,
In:
IEEE Transactions on Intelligent Transportation Systems.
p. 1-15
15 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Gaussian Process
100%
Zeros
33%
Convolution
33%
Process Model
25%
Poisson Process
25%
Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG
Zhang, J.
,
Zhao, Y.
,
Shone, F.
,
Li, Z.
,
Frangi, A. F.
,
Xie, S. Q.
&
Zhang, Z. Q.
,
2022
, (Accepted/In press)
In:
IEEE Transactions on Neural Systems and Rehabilitation Engineering.
p. 1
1 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
Joint Kinematics
100%
Physics
62%
Model
50%
Models
50%
Deep Learning
25%