Reachability matrix and directed search-based optical path computation for large optical networks. - Martin Bouda; Xi Wang 001; Paparao Palacharla; Motoyoshi Sekiya (ECOC, 2014)

Network Capacity Improvement by Quality of Transmission Estimator with Learning Process. - Shoichiro Oda; Martin Bouda; Olga Vassilieva; Yoshio Hirose; Takeshi Hoshida; Tadashi Ikeuchi (ECOC, 2017)

Accurate prediction of quality of transmission with dynamically configurable optical impairment model. - Martin Bouda; Shoichiro Oda; Olga Vassilieva; Masatake Miyabe; Setsuo Yoshida; Toru Katagiri; Yasuhiko Aoki; Takeshi Hoshida; Tadashi Ikeuchi (OFC, 2017)

Innovative Optical Networking by Optical Performance Monitoring and Learning Process. - Shoichiro Oda; Martin Bouda; Yi Ge; Setsuo Yoshida; Takahito Tanimura; Yuichi Akiyama; Yoshio Hirose; Zhenning Tao; Tadashi Ikeuchi; Takeshi Hoshida (ECOC, 2018)

Q-availability based Virtual Optical Network Provisioning. - Inwoong Kim; Xi Wang 001; Martin Bouda; Olga Vassilieva; Qiong Zhang; Paparao Palacharla; Tadashi Ikeuchi (OFC, 2018)

Accurate Prediction of Quality of Transmission Based on a Dynamically Configurable Optical Impairment Model. - Martin Bouda; Shoichiro Oda; Olga Vassilieva; Masatake Miyabe; Setsuo Yoshida; Toru Katagiri; Yasuhiko Aoki; Takeshi Hoshida; Tadashi Ikeuchi (JOCN, 2018)

Demonstration of Continuous Improvement in Open Optical Network Design by QoT Prediction using Machine Learning. - Martin Bouda; Shoichiro Oda; Yuichi Akiyama; Denis Paunovic; Takeshi Hoshida; Paparao Palacharla; Tadashi Ikeuchi (OFC, 2019)

Towards vendor-agnostic real-time optical network design with extended Kalman state estimation and recurrent neural network machine learning [Invited]. - Martin Bouda; Gautam Krishna; Joe Krystofik; Shoichiro Oda; Paparao Palacharla (JOCN, 2021)