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Lars Leyendecker

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A futuristic industrial facility with bright lighting and large windows showing green scenery outside. The interior features various high-tech machines and screens displaying digital interfaces and glowing icons, indicating advanced automation. In the foreground, green crops are arranged in planters alongside solar panels. An orange robotic cart is positioned on a pathway, surrounded by multiple white machines with blue control panels. Recycling bins in green are visible to one side. The overall atmosphere conveys a blend of technology and nature, emphasizing sustainability in manufacturing.

AI-Enhanced Optimal Experimental Design for Production Processes

2023

IPT, ILT, IME

ICNAP Research/Transfer Project

Sensor Systems, Data Analytics

A high-tech laboratory filled with robotic arms and human workers. The scene is illuminated with blue lights and holographic displays. In the foreground, a male worker is interacting with a digital panel while another female worker stands nearby, using a similar device. On the right, a robotic arm is shown conducting a task, emitting a blue spark. In the background, various robotic figures are stationed, some are stationary while others appear actively engaged in work tasks. The floor is glossy and dark, enhancing the futuristic atmosphere of the environment.

baysim – Realization of First-Time-Right Production via Multi-Fidelity Bayesian Optimization

2024

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

A modern laboratory scene with scientists in white lab coats and blue surgical caps working at computer stations. In the foreground, two scientists monitor petri dishes and data on large touchscreen displays. Behind them, multiple cylindrical bioreactors are filled with vibrant liquids and various cultures, including green plant-like structures and suspended particles creating a colorful display. The room is well-lit with bright overhead lights, and several computers are visible, showing analytical data and caution symbols. The overall atmosphere conveys a sense of advanced scientific research and innovation.

continuOpt – Rapidly optimizing continuous and time-dependent production processes

2024

IPT, ILT, IME

ICNAP Research/Transfer Project

Data Analytics

A sleek, modern computer monitor displays a complex array of digital data visualizations and graphs. The screen features various colorful charts, waveforms, and circular diagrams, with a prominent, glowing blue center graphic reminiscent of a galaxy or data hub. At the top left, there’s a numeric display showing "816" and a "heart" symbol with a value of "92.69". The background is a deep blue with subtle glowing connections and symbols, suggesting a high-tech environment. The monitor is positioned on a wooden desk, accompanied by a slim keyboard and a mouse.

Data Quality Assessment

2022

IME, IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

The image depicts a futuristic industrial scene combining biotechnology and sustainable practices. On the left, there are green sprouts and plants growing in a transparent layer of earth, connected by pipes to a main industrial structure in the center. The central structure features tall metallic chimneys, glass tanks filled with green liquid, and a network of intricate pipes. Above, various scientific symbols, like atoms and microorganisms, are illustrated, emanating beams of light towards the structure. The background features a gradient that transitions from light to dark, enhancing the high-tech ambiance of the scene. Several glowing particles and molecular structures float throughout the image, suggesting advanced scientific activity and innovation.

evolve – Cost-efficient Optimization of Production Processes via Multi-objective Bayesian Optimization

2023

IPT, ILT, IME

ICNAP Research/Transfer Project

Service

Sensor Systems, Data Analytics

A sleek, modern laptop sits on a dark surface with a silver and grey tangled wire sculpture in front of it. The laptop screen displays intricate digital graphics, including blueprints of DNA strands, chemical structures, and various data charts. The background features glowing holographic images and symbols related to scientific research. A silver pen and a piece of paper with printed text are also present beside the laptop. The overall color scheme includes dark blue, silver, and hints of light, conveying a high-tech, scientific atmosphere.

Machine Learning for Analyzing Protein Synthesis

2022

IPT, IME

ICNAP Research/Transfer Project

Service

Data Analytics

A high-tech manufacturing facility featuring several robotic arms positioned along a conveyor belt. The robots are engaged in automated tasks, while a large digital display above shows data analytics and holographic visuals. In the foreground, a person is standing with a tablet, seemingly monitoring the operations. Various crates in the foreground, one orange and one blue, contain different items. The lighting is cool, with a predominance of blue tones enhancing the modern, industrial atmosphere filled with machinery.

Machine Learning for Data-Driven Quality Control

2021

IPT

ICNAP Research/Transfer Project

Data Analytics

A futuristic industrial scene shows a woman in a white coat standing in front of a large, transparent touchscreen interface displaying various holographic icons and data related to technology and energy. Behind her, a complex machinery landscape features numerous pipes and equipment in metallic tones, indicating a high-tech environment. Colored laser beams—one pink, one green, and one blue—emanate from the touchscreen, creating an interactive visual effect. The background is dimly lit, enhancing the glow of the holographics and the vibrant colors of the lasers. The overall atmosphere is advanced and innovative, suggesting a focus on smart technology and automation.

Machine Sustainability Classification of Production Processes

2022

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics, Business Model

The image depicts a close-up view of a high-tech laser apparatus focused on a circular metallic surface. The laser, shown as a bright beam of blue and purple light, is emanating from a sleek, metallic nozzle. The surface below is textured, featuring intricate patterns that reflect the colors of the laser. Surrounding the focal point, there are concentric rings, indicating the area of laser action, and other metallic components are visible in the background, showcasing a sophisticated technological environment. The overall aesthetic combines a blend of cool metallic shades and vibrant light effects, giving a futuristic appearance.

Predictive Quality and Data-Fusion in Ultra-Short-Pulsed Laser Structuring

2022

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

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