IWQCIPML 2019-Program

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Day 1: Dec. 2
Time	Mini-School Lecturer/Title
8:00 ~ 8:40	Registration
Session Chair: Prof. Hsi-Sheng Goan (National Taiwan Univ.)
8:45 ~ 9:00	NTU Vice President Prof. Ming-Syan Chen (National Taiwan Univ.) Prof. Shih-I Chu (National Taiwan Univ.) Opening Remark
9:00 ~ 10:00	Prof. Barry Sanders (Univ. of Calgary, Calgary, Canada) Building a quantum computer
10:00~ 10:30	Break
Session Chair: Prof. Hsi-Sheng Goan (National Taiwan Univ.)
10:30 ~ 11:30	Dr. Jerry Chow (IBM T.J. Watson Research Center, Yorktown Heights, U.S.) A primer on superconducting qubits
11:30 ~ 12:30	Prof. Cheng Chin (Univ. of Chicago, Chicago, U.S.) Quantum simulation and quantum information control with ultracold atoms
12:30~ 13:30	Lunch
Session Chair: Prof. Yuan-Chung Cheng (National Taiwan Univ.)
13:30 ~ 14:30	Alán Aspuru-Guzik (Univ. of Toronto, Toronto, Canada) Introduction to quantum computing for chemistry
14:30~ 15:00	Break
Session Chair: Prof. Guin-Dar Lin (National Taiwan Univ.)
15:00~16:00	Prof. Barry Sanders (Univ. of Calgary, Calgary, Canada) How to use a quantum computer
16:00 ~ 17:00	Prof. Nathan Wiebe (Univ. of Washington, Seattle, U.S.; Google Research, Venice, U.S.; PNNL, Richland, U.S.) Introduction to Quantum Machine Learning
17:00~

*Program of IWQCIPML 2019 (pdf)*


Day 2: Dec. 3
Time	Talk Title
9:00 ~ 9:30	Registration
Session Chair: Prof. Hsi-Sheng Goan (National Taiwan Univ.)
9:30 ~ 10:10	K: Prof. Barry Sanders (Univ. of Calgary, Calgary, Canada) Learning for quantum control
10:10 ~ 10:40	I: Prof. Keisuke Fujii (Osaka Univ., Suita, Japan) Methodologies of noisy-intermediate-scale quantum computing for quantum simulation
10:40~ 11:00	Break
Session Chair: Prof. Hsi-Sheng Goan (National Taiwan Univ.)
11:00 ~ 11:40	K: Dr. Jerry Chow (IBM T.J. Watson Research Center, Yorktown Heights, U.S.) Characterizing near term quantum systems
11:40 ~ 12:10	I: Prof. Tomah Sogabe (The Univ. of Electro-Communications, Chofu, Japan; Grid, Inc. Tokyo, Japan) Implementing classical-quantum hybrid machine learning algorithms
12:10 ~ 12:40	I: Prof. Ying-Jer Kao (National Taiwan Univ.) Generation of ice states through deep reinforcement learning
12:40~ 14:00	Lunch
Session Chair: Prof. Barry Sanders (Univ. of Calgary, Calgary, Canada)
14:00 ~ 14:40	K: Prof. Cheng Chin (Univ. of Chicago, Chicago, U.S.) From quantum fluctuations and pattern recognition to Unruh radiation
14:40 ~ 15:10	I: Dr. Tak-San Ho (Princeton Univ., Princeton, U.S.) Assessing effectiveness of artificial neural network machine learning to solve time-dependent many-body quantum problems - overcoming curse of dimensionality?
15:10 ~ 15:30	S: Dr. Hsin-An Chen (Academia Sinica, Taipei, Taiwan) Fast and accurate machine-learned potential and atomistic simulations of chemical ordering of complex materials
15:30~ 16:00	Break
Session Chair: Prof. Keisuke Fujii (Osaka Univ., Suita, Japan)
16:00~16:30	I. Prof. Naoki Yamamoto (Keio Univ., Tokyo, Japan) Amplitude estimation without phase estimation
16:30~17:00	I: Prof. Nathan Wiebe (Univ. of Washington, Seattle, US; Google Research, Venice, US; PNNL, Richland, US) Generative training of quantum Boltzmann machines with hidden units
17:00~18:00	Poster session
18:00~19:00	Dinner (buffet)

Mini-School Lecturer (60 mins)
K: Keynote (40 mins)
I: Invited (30 mins)
S: Short (20 mins)

*Program of IWQCIPML 2019 (pdf)*


Day 3: Dec. 4
Time	Talk Title
8:30 ~ 9:00	Registration
Session Chair: Prof. Yuan-Chung Cheng (National Taiwan Univ.)
9:00 ~ 9:40	K: Prof. Alán Aspuru-Guzik (Univ. of Toronto, Toronto, Canada; Vector Institute for A.I., Toronto, Canada) Variational quantum algorithms for machine learning
9:40 ~ 10:10	I: Prof. Hsi-Sheng Goan (National Taiwan Univ., Taipei, Taiwan) Variational quantum circuits for deep reinforcement learning
10:10~ 10:30	Break
Session Chair: Prof. Alexey Gorshkov (Univ. of Maryland, College Park, U.S.)
10:30 ~ 11:10	K: Dr. Masoud Mohseni (Google Quantum A.I., San Francisco, U.S.) Challenges and opportunities for hybrid quantum-classical machine learning and optimization
11:10 ~ 11:40	I: Prof. Daw-Wei Wang (National Tsing Hua Univ., Hsinchu, Taiwan) Discover new quantum phase transition by deep learning
11:40 ~ 12:10	I: Dr. Chao-Ping (Cherri) Hsu (Academia Sinica, Taipei, Taiwan) Machine learning for electron-transfer couplings
12:10~ 14:00	Lunch
Session Chair: Prof. Naoki Yamamoto (Keio Univ., Tokyo, Japan)
14:00 ~ 14:30	I: Prof. Yueh-Nan Chen(National Cheng Kung Univ., Tainan, Taiwan) Witnessing quantumness using IBM Q
14:30 ~ 15:00	I: Dr. Jyh-Pin Chou (City Univ. of Hong Kong, Hong Kong, China) Wavelet basis set meets quantum computing
15:00~ 15:30	Break
Session Chair: Prof. Guin-Dar Lin (National Taiwan Univ.)
15:30~16:00	I: Prof. Alexey Gorshkov (Univ. of Maryland, College Park, U.S.) Dynamics and quantum supremacy with long-range interactions
16:00~16:30	I: Prof. Min-Hsiu Hsieh (Univ. of Technology Sydney, Sydney, Australia) Efficient online quantum generative adversarial learning algorithms with applications
16:30~16:50	Closing Remarks
17:00~	Departure

Mini-School Lecturer (60 mins)
K: Keynote (40 mins)
I: Invited (30 mins)
S: Short (20 mins)

*Program of IWQCIPML 2019 (pdf)*