Professor Kohler's research uses technological advances in sensor and internet-of-things developments to conduct real-time vibration monitoring of the ground, and mid-rise and high-rise buildings to study damage and failure events. She focuses on tomographic inverse methods and forward dynamic computations applied to observed and numerically simulated datasets due to earthquake, wind event, explosion, and human-generated vibration sources.