Robohub.org
 

Learning challenges shape a mechanical engineer’s path


by
15 February 2023



share this:

“I observed assistive technologies — developed by scientists and engineers my friends and I never met — which liberated us. My dream has always been to be one of those engineers.” Hermus says. Credit: Tony Pulsone

By Michaela Jarvis | Department of Mechanical Engineering

Before James Hermus started elementary school, he was a happy, curious kid who loved to learn. By the end of first grade, however, all that started to change, he says. As his schoolbooks became more advanced, Hermus could no longer memorize the words on each page, and pretend to be reading. He clearly knew the material the teacher presented in class; his teachers could not understand why he was unable to read and write his assignments. He was accused of being lazy and not trying hard enough.

Hermus was fortunate to have parents who sought out neuropsychology testing — which documented an enormous discrepancy between his native intelligence and his symbol decoding and phonemic awareness. Yet despite receiving a diagnosis of dyslexia, Hermus and his family encountered resistance at his school. According to Hermus, the school’s reading specialist did not “believe” in dyslexia, and, he says, the principal threatened his family with truancy charges when they took him out of school each day to attend tutoring.

Hermus’ school, like many across the country, was reluctant to provide accommodations for students with learning disabilities who were not two years behind in two subjects, Hermus says. For this reason, obtaining and maintaining accommodations, such as extended time and a reader, was a constant battle from first through 12th grade: Students who performed well lost their right to accommodations. Only through persistence and parental support did Hermus succeed in an educational system which he says all too often fails students with learning disabilities.

By the time Hermus was in high school, he had to become a strong self-advocate. In order to access advanced courses, he needed to be able to read more and faster, so he sought out adaptive technology — Kurzweil, a text-to-audio program. This, he says, was truly life-changing. At first, to use this program he had to disassemble textbooks, feed the pages through a scanner, and digitize them.

After working his way to the University of Wisconsin at Madison, Hermus found a research opportunity in medical physics and then later in biomechanics. Interestingly, the steep challenges that Hermus faced during his education had developed in him “the exact skill set that makes a successful researcher,” he says. “I had to be organized, advocate for myself, seek out help to solve problems that others had not seen before, and be excessively persistent.”

While working as a member of Professor Darryl Thelen’s Neuromuscular Biomechanics Lab at Madison, Hermus helped design and test a sensor for measuring tendon stress. He recognized his strengths in mechanical design. During this undergraduate research, he co-authored numerous journal and conference papers. These experiences and a desire to help people with physical disabilities propelled him to MIT.

“MIT is an incredible place. The people in MechE at MIT are extremely passionate and unassuming. I am not unusual at MIT,” Hermus says. Credit: Tony Pulsone

In September 2022, Hermus completed his PhD in mechanical engineering from MIT. He has been an author on seven papers in peer-reviewed journals, three as first author and four of them published when he was an undergraduate. He has won awards for his academics and for his mechanical engineering research and has served as a mentor and an advocate for disability awareness in several different contexts.

His work as a researcher stems directly from his personal experience, Hermus says. As a student in a special education classroom, “I observed assistive technologies — developed by scientists and engineers my friends and I never met — which liberated us. My dream has always been to be one of those engineers.”

Hermus’ work aims to investigate and model human interaction with objects where both substantial motion and force are present. His research has demonstrated that the way humans perform such everyday actions as turning a steering wheel or opening a door is very different from much of robotics. He showed specific patterns exist in the behavior that provide insight into neural control. In 2020, Hermus was the first author on a paper on this topic, which was published in the Journal of Neurophysiology and later won first place in the MIT Mechanical Engineering Research Exhibition. Using this insight, Hermus and his colleagues implemented these strategies on a Kuka LBR iiwa robot to learn about how humans regulate their many degrees of freedom. This work was published in IEEE Transactions on Robotics 2022. More recently, Hermus has collaborated with researchers at the University of Pittsburgh to see if these ideas prove useful in the development of brain computer interfaces — using electrodes implanted in the brain to control a prosthetic robotic arm.

While the hardware of prosthetics and exoskeletons is advancing, Hermus says, there are daunting limitations to the field in the descriptive modeling of human physical behavior, especially during contact with objects. Without these descriptive models, developing generalizable implementations of prosthetics, exoskeletons, and rehabilitation robotics will prove challenging.

“We need competent descriptive models of human physical interaction,” he says.

While earning his master’s and doctoral degrees at MIT, Hermus worked with Neville Hogan, the Sun Jae Professor of Mechanical Engineering, in the Eric P. and Evelyn E. Newman Laboratory for Biomechanics and Human Rehabilitation. Hogan has high praise for the research Hermus has conducted over his six years in the Newman lab.

“James has done superb work for both his master’s and doctoral theses. He tackled a challenging problem and made excellent and timely progress towards its solution. He was a key member of my research group,” Hogan says. “James’ commitment to his research is unquestionably a reflection of his own experience.”

Following postdoctoral research at MIT, where he has also been a part-time lecturer, Hermus is now beginning postdoctoral work with Professor Aude Billard at EPFL in Switzerland, where he hopes to gain experience with learning and optimization methods to further his human motor control research.

Hermus’ enthusiasm for his research is palpable, and his zest for learning and life shines through despite the hurdles his dyslexia presented. He demonstrates a similar kind of excitement for ski-touring and rock-climbing with the MIT Outing Club, working at MakerWorkshop, and being a member of the MechE community.

“MIT is an incredible place. The people in MechE at MIT are extremely passionate and unassuming. I am not unusual at MIT,” he says. “Nearly every person I know well has a unique story with an unconventional path.”




MIT News





Related posts :



Interview with Amar Halilovic: Explainable AI for robotics

  10 Jun 2025
Find out about Amar's research investigating the generation of explanations for robot actions.

Robot Talk Episode 124 – Robots in the performing arts, with Amy LaViers

  06 Jun 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Amy LaViers from the Robotics, Automation, and Dance Lab about the creative relationship between humans and machines.

Robot Talk Episode 123 – Standardising robot programming, with Nick Thompson

  30 May 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Nick Thompson from BOW about software that makes robots easier to program.

Congratulations to the #AAMAS2025 best paper, best demo, and distinguished dissertation award winners

  29 May 2025
Find out who won the awards presented at the International Conference on Autonomous Agents and Multiagent Systems last week.

Congratulations to the #ICRA2025 best paper award winners

  27 May 2025
The winners and finalists in the different categories have been announced.

#ICRA2025 social media round-up

  23 May 2025
Find out what the participants got up to at the International Conference on Robotics & Automation.

Robot Talk Episode 122 – Bio-inspired flying robots, with Jane Pauline Ramos Ramirez

  23 May 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Jane Pauline Ramos Ramirez from Delft University of Technology about drones that can move on land and in the air.

Robot Talk Episode 121 – Adaptable robots for the home, with Lerrel Pinto

  16 May 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Lerrel Pinto from New York University about using machine learning to train robots to adapt to new environments.



 

Robohub is supported by:




Would you like to learn how to tell impactful stories about your robot or AI system?


scicomm
training the next generation of science communicators in robotics & AI


©2025.05 - Association for the Understanding of Artificial Intelligence


 












©2025.05 - Association for the Understanding of Artificial Intelligence