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Vincent De Andrade
Product Development Engineer at KLA
Professional Background
Vincent De Andrade is a highly respected X-ray imaging scientist currently contributing to groundbreaking research at the Advanced Photon Source (APS) within Argonne National Laboratory. He leads the scientific program for a cutting-edge Transmission X-ray Microscope (TXM), a sophisticated instrument specifically designed for in situ X-ray nano computed tomography. Vincent has established himself as a pioneer in the realm of X-ray imaging, focusing his research efforts on developing innovative instrumentation and algorithms applicable to various fields, including Materials Science, Life Sciences with an emphasis on connectomics, and Environmental Sciences.
Notably, Vincent has played a critical role in advancing the capabilities of X-ray imaging. Combining state-of-the-art developments in mechatronics—integrating mechanics and electronics—alongside 3D reconstruction algorithms, his team recently achieved a remarkable isotropic 3D spatial resolution of 10 nm. This groundbreaking result stands as a world record for hard X-ray imaging techniques, demonstrating Vincent’s dedication to pushing the boundaries of what is possible in scientific imaging. This achievement is documented in a paper currently under review, marking yet another significant milestone in Vincent's illustrious career.
For the past three years, Vincent and his collaborators have embarked on the exciting journey of developing deep learning algorithms, filing patents in the application of Convolutional Neural Networks (CNNs) for X-ray imaging. Through this innovative approach, his team has successfully implemented applications including image denoising, image segmentation, artifact removal, and super-resolution imaging. Their influential work in this area can be seen in notable papers such as “Low-dose x-ray tomography through a deep convolutional neural network” published in Scientific Reports, as well as “Automated correlative segmentation of large Transmission X-ray Microscopy (TXM) tomograms using deep learning,” featured in Materials Characterization.
Education and Achievements
Vincent De Andrade's strong academic foundation is rooted in his rigorous education in Earth Sciences, having earned his PhD from the prestigious Université Grenoble Alpes. This exceptional educational background provided him with the essential skills and knowledge to excel in the scientific community and lay the groundwork for his future research endeavors.
Vincent's career is marked by a series of impressive positions, each contributing to his development as a leader in X-ray imaging science. He previously worked as a Product Development Engineer at KLA, where he applied his expertise in a practical context, developing advanced technologies that serve critical industry needs.
His tenure as an X-ray imaging beamline scientist at Argonne National Laboratory further solidified his reputation as an expert in the field. Moreover, his experience as a Beamline Scientist at the National Synchrotron Light Source II (NSLS II) at Brookhaven National Laboratory and his previous role at the ESRF - European Radiation Synchrotron Facility, as well as at ISTerre in Grenoble, France, highlight his broad expertise and experience in synchrotron-based X-ray imaging.
Achievements
Vincent De Andrade has achieved several significant milestones throughout his career. His groundbreaking work in X-ray imaging using deep learning has set the stage for future research in the field, offering innovative solutions for complex imaging challenges that are prevalent in various scientific domains.
His published works serve as valuable contributions to the scientific community, providing insights and advancements that pave the way for further research and capabilities in X-ray imaging. The recognition of his work by peers highlights Vincent’s commitment to excellence and innovation, marking him as a leading figure in the scientific use of X-ray technologies.
Vincent's combination of advanced technical skills in X-ray imaging, along with a passion for exploration and discovery within scientific research, positions him uniquely at the intersection of technology and science. His future promises to be just as impactful, as he continues to contribute transformative ideas and solutions to the areas of Materials Science, Life Sciences, and Environmental Sciences.
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