Reinforcement of calcareous sand columns. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

A) CaCO₃ content versus number of treatments; B) UCS versus calcium carbonate content; C) permeability coefficient versus calcium carbonate content. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Mechanism demonstration diagrams. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Grouping of sand column test. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

A) Calcium carbonate crystal size versus ferric ion concentration; B) SEM image at ferric ion concentration of 0.03 M; C) Ferric hydroxide colloid. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Calcium carbonate content, UCS and permeability coefficient of sand column test. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

SEM images of sand column test. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Macroscopic and microscopic morphology of precipitated calcium carbonate. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Reaction of Bacteria, Urea and Fe³ ⁺. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Demonstration of test steps. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

Mass of calcium carbonate produced from aqueous solution and pH change in solution. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

The influence of ferric ion concentration on the content of CaCO₃, UCS and permeability coefficient of sand columns. حسب Jin Zhu (164147)

الموضوعات: "…permeability coefficients decreased…"

S1 File - حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

Confusion matrix for ClinicalBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

Confusion matrix for LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

Student model architecture. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

Configuration of the LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

Confusion matrix for DistilBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

ROC curve for LastBERT model. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"

Sample Posts from the ADHD dataset. حسب Ahmed Akib Jawad Karim (20427740)

"…After the model creation, we applied the resulting model, LastBERT, to a real-world task—classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. Referring to LastBERT, a customized student BERT model, we significantly lowered model parameters from 110 million BERT base to 29 million-resulting in a model approximately 73.64% smaller. …"