Making Use of Si Contaminants during Chemical Vapor Deposition of Graphene on Cu: Synthesis of a Stable Material with the Textbook-like Band Structure of Free-Standing Graphene by Tim Kratky (7296743)

“…The procedure can be added to the growth protocol of graphene synthesis by chemical vapor deposition making use of the widely unnoticed silicon release from hot wall quartz tube reactors. So far, Si release was observed if the effect was large, so that it deteriorates the grown graphene. …”

Making Use of Si Contaminants during Chemical Vapor Deposition of Graphene on Cu: Synthesis of a Stable Material with the Textbook-like Band Structure of Free-Standing Graphene by Tim Kratky (7296743)

“…The procedure can be added to the growth protocol of graphene synthesis by chemical vapor deposition making use of the widely unnoticed silicon release from hot wall quartz tube reactors. So far, Si release was observed if the effect was large, so that it deteriorates the grown graphene. …”

Predicting the Impact of Drug Resistance Mutations on Inhibitor Potency with Molecular Dynamics and Machine Learning by Lauren E. Intravaia (22438658)

“…Our optimized strategy involves rerefining cocrystal structures to ensure accurate inhibitor geometries and combining parallel molecular dynamics simulations with feature selection to develop a robust machine learning model to predict loss of potency and resistance. …”

Predicting the Impact of Drug Resistance Mutations on Inhibitor Potency with Molecular Dynamics and Machine Learning by Lauren E. Intravaia (22438658)

“…Our optimized strategy involves rerefining cocrystal structures to ensure accurate inhibitor geometries and combining parallel molecular dynamics simulations with feature selection to develop a robust machine learning model to predict loss of potency and resistance. …”

Summary of the meta-analysis results. by Mehrdad Mozafar (20957397)

“…<div><p>Purpose</p><p>Behcet disease (BD) is an autoimmune disease characterized by diffuse all-sized obliterative vasculitis, thrombotic vasculopathy, and common ocular involvement. This study aims to evaluate the retinal microvascular alterations in BD using optical coherence tomography angiography (OCTA).…”

Exclusion and inclusion criteria of each study. by Mehrdad Mozafar (20957397)

“…<div><p>Purpose</p><p>Behcet disease (BD) is an autoimmune disease characterized by diffuse all-sized obliterative vasculitis, thrombotic vasculopathy, and common ocular involvement. This study aims to evaluate the retinal microvascular alterations in BD using optical coherence tomography angiography (OCTA).…”

Age distribution of participants. by Sveta Mayer (22169911)

“…Here, we present and evaluate the efficacy of a novel classroom-based computerized learning activity, called <i>SEE+ (Socio-emotional engagement through observation),</i> in supporting and enhancing 7- to 10-year-olds’ emotion recognition and theory of mind judgements through observation and inference. SEE+ involved observing four virtual characters interacting within social scenarios and inferring their mental states. …”

Spatial transcriptomics identifies novel trophoblast specific markers. by Cole R. McCutcheon (11736503)

Structure of a SEE+ Learning Activity. by Sveta Mayer (22169911)

Example items from the socio-emotional tasks booklets. by Sveta Mayer (22169911)

Critical Role of Intermolecular-Interaction-Mediated Conformational Dynamics in Sensitized OLEDs by Cheng-Yu Yao (7173083)

“…Since the energy transfer process involves complex interactions between two distinct molecules in amorphous solid film, it remains far from being understood and needs deep insights. …”

Representative photos of tagged <i>S. siderea</i> with lesions in the Florida Keys. by Greta Smith Aeby (4598455)

Relative fluorescence intensity (RFI) values for the tested gram-negative bacterial strains and substances, along with corresponding fractional inhibitory concentration index (FICI... by Marian Klose (22190299)

PCA-CGAN model parameter settings. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

MIT-BIH dataset proportion analysis chart. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Wavelet transform preprocessing results. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCAECG_GAN. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

MIT dataset expansion quantities and Proportions. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Experimental hardware and software environment. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN K-fold experiment table. by Chao Tang (10925)

“…After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”