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1

Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry

Kim, Dong-Hyeon, Kim, Thomas J. Y., Wang, Xinlin, Kim, Mincheol, Quan, Ying-Jun, Oh, Jin Woo, Min, Soo-Hong, Kim, Hyungjung, Bhandari, Binayak, Yang, Insoon, Ahn, Sung-Hoon

Journal:

International Journal of Precision Engineering and Manufacturing-Green Technology

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

2

A Convex Optimization Approach to Distributionally Robust Markov Decision Processes With Wasserstein Distance

Journal:

IEEE Control Systems Letters

Year:

2017

Language:

english

File:

PDF, 418 KB

english, 2017

3

Reaction–diffusion systems in protein networks: Global existence and identification

Yang, Insoon, Tomlin, Claire J.

Journal:

Systems & Control Letters

Year:

2014

Language:

english

File:

PDF, 1.47 MB

english, 2014

4

Targeting BMI1 + Cancer Stem Cells Overcomes Chemoresistance and Inhibits Metastases in Squamous Cell Carcinoma

Chen, Demeng, Wu, Mansi, Li, Yang, Chang, Insoon, Yuan, Quan, Ekimyan-Salvo, Mari, Deng, Peng, Yu, Bo, Yu, Yongxin, Dong, Jiaqiang, Szymanski, John M., Ramadoss, Sivakumar, Li, Jiong, Wang, Cun-Yu

Journal:

Year:

2017

Language:

english

File:

PDF, 6.59 MB

english, 2017

5

Optimal Control of Conditional Value-at-Risk in Continuous Time

Miller, Christopher W., Yang, Insoon

Journal:

SIAM Journal on Control and Optimization

Year:

2017

Language:

english

File:

PDF, 944 KB

english, 2017

6

Risk-Aware Motion Planning and Control Using CVaR-Constrained Optimization

Hakobyan, Astghik, Kim, Gyeong Chan, Yang, Insoon

Journal:

IEEE Robotics and Automation Letters

Year:

2019

Language:

english

File:

PDF, 33 KB

english, 2019

7

Wasserstein Distributionally Robust Stochastic Control: A Data-Driven Approach

Journal:

IEEE Transactions on Automatic Control

Year:

2020

File:

PDF, 438 KB

2020

8

Micro ECM with ultrasonic vibrations using a semi-cylindrical tool

Insoon Yang, Min Soo Park, Chong Nam Chu

Journal:

International Journal of Precision Engineering and Manufacturing

Year:

2009

Language:

english

File:

PDF, 520 KB

english, 2009

9

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - Infinitesimal interconnection variation in nonlinear networked systems

Insoon Yang,, Burden, Samuel A., Sastry, S. Shankar, Tomlin, Claire J.

Year:

2013

Language:

english

File:

PDF, 461 KB

english, 2013

10

[IEEE 2014 American Control Conference - ACC 2014 - Portland, OR, USA (2014.6.4-2014.6.6)] 2014 American Control Conference - Dynamic contracts with partial observations: Application to indirect load control

Yang, Insoon, Callaway, Duncan S., Tomlin, Claire J.

Year:

2014

Language:

english

File:

PDF, 383 KB

english, 2014

11

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - Regularization-based identification for level set equations

Insoon Yang,, Tomlin, Claire J.

Year:

2013

Language:

english

File:

PDF, 886 KB

english, 2013

12

[IEEE 2013 American Control Conference (ACC) - Washington, DC (2013.6.17-2013.6.19)] 2013 American Control Conference - Identification of surface tension in mean curvature flow

Insoon Yang,, Tomlin, Claire J.

Year:

2013

Language:

english

File:

PDF, 1.24 MB

english, 2013

13

[ACM Press the 16th international conference - Philadelphia, Pennsylvania, USA (2013.04.08-2013.04.11)] Proceedings of the 16th international conference on Hybrid systems: computation and control - HSCC '13 - One-shot computation of reachable sets for differential games

Yang, Insoon, Becker-Weimann, Sabine, Bissell, Mina J., Tomlin, Claire J.

Year:

2013

Language:

english

File:

PDF, 5.80 MB

english, 2013

14

[IEEE 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2014.9.30-2014.10.3)] 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Direct load control for electricity market risk management via risk-limiting dynamic contracts

Yang, Insoon, Callaway, Duncan S., Tomlin, Claire J.

Year:

2014

Language:

english

File:

PDF, 778 KB

english, 2014

15

Approximation Algorithms for Optimization of Combinatorial Dynamical Systems

Yang, Insoon, Burden, Samuel, Rajagopal, Ram, Sastry, S. Shankar, Tomlin, Claire

Journal:

IEEE Transactions on Automatic Control

Year:

2015

Language:

english

File:

PDF, 296 KB

english, 2015

16

[IEEE 2014 IEEE 53rd Annual Conference on Decision and Control (CDC) - Los Angeles, CA, USA (2014.12.15-2014.12.17)] 53rd IEEE Conference on Decision and Control - Utility learning model predictive control for personal electric loads

Yang, Insoon, Zeilinger, Melanie N., Tomlin, Claire J.

Year:

2014

Language:

english

File:

PDF, 1.47 MB

english, 2014

17

[IEEE 2015 American Control Conference (ACC) - Chicago, IL, USA (2015.7.1-2015.7.3)] 2015 American Control Conference (ACC) - Indirect load control for electricity market risk management via risk-limiting dynamic contracts

Yang, Insoon, Callaway, Duncan S., Tomlin, Claire J.

Year:

2015

Language:

english

File:

PDF, 363 KB

english, 2015

18

Path Integral Formulation of Stochastic Optimal Control with Generalized Costs

Yang, Insoon, Morzfeld, Matthias, Tomlin, Claire J., Chorin, Alexandre J.

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 469 KB

english, 2014

19

[IEEE 2016 American Control Conference (ACC) - Boston, MA, USA (2016.7.6-2016.7.8)] 2016 American Control Conference (ACC) - Reducing electricity price volatility via stochastic storage control

Yang, Insoon, Ozdaglar, Asuman E.

Year:

2016

Language:

english

File:

PDF, 468 KB

english, 2016

20

Variance-Constrained Risk Sharing in Stochastic Systems

Yang, Insoon, Callaway, Duncan, Tomlin, Claire

Journal:

IEEE Transactions on Automatic Control

Year:

2016

Language:

english

File:

PDF, 2.41 MB

english, 2016

21

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Submodularity of energy storage placement in power networks

Qin, Junjie, Yang, Insoon, Rajagopal, Ram

Year:

2016

Language:

english

File:

PDF, 342 KB

english, 2016

22

Online Combinatorial Optimization for Interconnected Refrigeration Systems: Linear Approximation and Submodularity * *This work was supported in part by the NSF under CRII:CPS (CNS1657100).

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 798 KB

english, 2017

23

[IEEE 2017 IEEE 56th Annual Conference on Decision and Control (CDC) - Melbourne, Australia (2017.12.12-2017.12.15)] 2017 IEEE 56th Annual Conference on Decision and Control (CDC) - Distributionally robust stochastic control with conic confidence sets

Year:

2017

Language:

english

File:

PDF, 381 KB

english, 2017

24

A dynamic game approach to distributionally robust safety specifications for stochastic systems

Journal:

Year:

2018

Language:

english

File:

PDF, 1.01 MB

english, 2018

25

[IEEE 2017 IEEE Conference on Control Technology and Applications (CCTA) - Mauna Lani Resort, HI, USA (2017.8.27-2017.8.30)] 2017 IEEE Conference on Control Technology and Applications (CCTA) - Data-driven distributionally robust control of energy storage to manage wind power fluctuations

Samuelson, Samantha, Yang, Insoon

Year:

2017

Language:

english

File:

PDF, 424 KB

english, 2017

26

Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry

Kim, Dong-Hyeon, Kim, Thomas J. Y., Wang, Xinlin, Kim, Mincheol, Quan, Ying-Jun, Oh, Jin Woo, Min, Soo-Hong, Kim, Hyungjung, Bhandari, Binayak, Yang, Insoon, Ahn, Sung-Hoon

Journal:

International Journal of Precision Engineering and Manufacturing-Green Technology

Year:

2018

File:

PDF, 1.05 MB

2018

27

Submodularity of Storage Placement Optimization in Power Networks

Qin, Junjie, Yang, Insoon, Rajagopal, Ram

Journal:

IEEE Transactions on Automatic Control

Year:

2018

Language:

english

File:

PDF, 1.07 MB

english, 2018

28

[IEEE 2018 Annual American Control Conference (ACC) - Milwaukee, WI (2018.6.27-2018.6.29)] 2018 Annual American Control Conference (ACC) - Safety-Aware Optimal Control of Stochastic Systems Using Conditional Value-at-Risk

Samuelson, Samantha, Yang, Insoon

Year:

2018

Language:

english

File:

PDF, 360 KB

english, 2018

29

Multi-Objective Predictive Taxi Dispatch via Network Flow Optimization

Kim, Beomjun, Kim, Jeongho, Huh, Subin, You, Seungil, Yang, Insoon

Journal:

Year:

2020

Language:

english

File:

PDF, 7.66 MB

english, 2020

30

[IEEE 2019 IEEE 58th Conference on Decision and Control (CDC) - Nice, France (2019.12.11-2019.12.13)] 2019 IEEE 58th Conference on Decision and Control (CDC) - Stochastic Subgradient Methods for Dynamic Programming in Continuous State and Action Spaces

Jang, Sunho, Yang, Insoon

Year:

2019

Language:

english

File:

PDF, 1.19 MB

english, 2019

31

[IEEE 2019 IEEE 58th Conference on Decision and Control (CDC) - Nice, France (2019.12.11-2019.12.13)] 2019 IEEE 58th Conference on Decision and Control (CDC) - On Improving the Robustness of Reinforcement Learning-based Controllers using Disturbance Observer

Kim, Jeong Woo, Shim, Hyungbo, Yang, Insoon

Year:

2019

Language:

english

File:

PDF, 4.29 MB

english, 2019

32

A Convex Optimization Approach to Dynamic Programming in Continuous State and Action Spaces

Journal:

Journal of Optimization Theory and Applications

Year:

2020

File:

PDF, 668 KB

2020

33

[IEEE 2020 IEEE International Conference on Robotics and Automation (ICRA) - Paris, France (2020.5.31-2020.8.31)] 2020 IEEE International Conference on Robotics and Automation (ICRA) - Wasserstein Distributionally Robust Motion Planning and Control with Safety Constraints Using Conditional Value-at-Risk

Hakobyan, Astghik, Yang, Insoon

Year:

2020

File:

PDF, 1.04 MB

2020

34

Data-Driven Distributionally Robust Stochastic Control of Energy Storage for Wind Power Ramp Management Using the Wasserstein Metric

Journal:

Year:

2019

File:

PDF, 970 KB

2019

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