"This image translates complex battery cycling data into a vibrant color portrait. The red channel visualizes subtle electrochemical shifts (dQ/dV), the green channel traces the evolution of voltage, and the blue channel reveals minute capacity changes. By stacking these Gramian Angular Fields as RGB channels, we transform raw numbers into a unique visual fingerprint, revealing hidden patterns and transitions that would otherwise remain invisible to the naked eye". Ill.: Vamsi Krishna Garapati. "I am industrial Ph.D. Candidate supervised by Jacob Joseph Lamb. He has helped me in envisioning this and encouraged me to submit for this competition" Bidrag til NTNU EPTs fotokonkurranse for 2025.
"This image translates complex battery cycling data into a vibrant color portrait. The red channel visualizes subtle electrochemical shifts (dQ/dV), the green channel traces the evolution of voltage, and the blue channel reveals minute capacity changes. By stacking these Gramian Angular Fields as RGB channels, we transform raw numbers into a unique visual fingerprint, revealing hidden patterns and transitions that would otherwise remain invisible to the naked eye". Ill.: Vamsi Krishna Garapati. "I am industrial Ph.D. Candidate supervised by Jacob Joseph Lamb. He has helped me in envisioning this and encouraged me to submit for this competition" Bidrag til NTNU EPTs fotokonkurranse for 2025.