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1.
BMJ Case Rep ; 17(4)2024 Apr 08.
Article in English | MEDLINE | ID: mdl-38589235

ABSTRACT

Aneurysmal bone cyst (ABC) is a non-malignant, locally destructive, blood-filled lesion in the bone that tends to grow aggressively. A young girl presented with a rapid recurrence after aggressive surgery of a large symptomatic sacral-spinal ABC. After a multidisciplinary tumour board, she was successfully treated with sclerotherapy and monthly intravenous denosumab. The patient has maintained asymptomatic for over 36 months now and has returned to full activity and strength. She never required surgery and has had radiologic resolution of the lesions. Treatment of recurrent ABC requires a multidisciplinary team approach. We believe this to be the first report to use this combined therapy to provide an alternative to morbid surgery for children with ABCs.


Subject(s)
Bone Cysts, Aneurysmal , Denosumab , Child , Female , Humans , Denosumab/therapeutic use , Bone Cysts, Aneurysmal/diagnostic imaging , Bone Cysts, Aneurysmal/therapy , Sclerotherapy , Sacrum/pathology , Administration, Intravenous
2.
Phys Chem Chem Phys ; 26(8): 6967-6976, 2024 Feb 22.
Article in English | MEDLINE | ID: mdl-38334756

ABSTRACT

As the only semimetallic d10-based delafossite, AgNiO2 has received a great deal of attention due to both its unique semimetallicity and its antiferromagnetism in the NiO2 layer that is coupled with a lattice distortion. In contrast, other delafossites such as AgCoO2 are insulating. Here we study how the electronic structure of AgNi1-xCoxO2 alloys vary with Ni/Co concentration, in order to investigate the electronic properties and phase stability of the intermetallics. While the electronic and magnetic structure of delafossites have been studied using density functional theory (DFT), earlier studies have not included corrections for strong on-site Coulomb interactions. In order to treat these interactions accurately, in this study we use Quantum Monte Carlo (QMC) simulations to obtain accurate estimates for the electronic and magnetic properties of AgNiO2. By comparison to DFT results we show that these electron correlations are critical to account for. We show that Co doping on the magnetic Ni sites results in a metal-insulator transition near x ∼0.33, and reentrant behavior near x ∼ 0.66.

3.
J Pediatr Hematol Oncol ; 46(2): e188-e190, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38189408

ABSTRACT

Neuroblastoma (NBL) is a common pediatric tumor arising from sympathetic ganglion cells. High-risk NBL is based on age, stage, histology, and MYCN amplification, and is associated with a high mortality rate. The combination of naxitamab (NAX) and granulocyte-macrophage (cerebrospinal fluid) is a new treatment for high-risk and relapsed NBL approved for bone or bone marrow disease. NAX is a monoclonal antibody directed against anti-disialoganglioside, which is overexpressed in neuroblastoma. Under normal circumstances, monoclonal antibodies, such as NAX, cannot cross the blood-brain barrier due to size. We present the case of a patient with high-risk NBL treated with NAX for multiple bony relapses. Unexpectedly, her brain metastasis responded clinically, histologically, and by imaging to the treatment. We believe this is the first documented case of NBL of the brain responding to NAX.


Subject(s)
Antibodies, Monoclonal, Humanized , Brain Neoplasms , Glycolipids , Neuroblastoma , Child , Female , Humans , N-Myc Proto-Oncogene Protein , Neoplasm Recurrence, Local , Neuroblastoma/pathology , Brain Neoplasms/drug therapy
4.
J Chem Theory Comput ; 20(2): 651-664, 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-38211325

ABSTRACT

We describe a method for modeling constant-potential charges in heteroatomic electrodes, keeping pace with the increasing complexity of electrode composition and nanostructure in electrochemical research. The proposed "heteroatomic constant potential method" (HCPM) uses minimal added parameters to handle differing electronegativities and chemical hardnesses of different elements, which we fit to density functional theory (DFT) partial charge predictions in this paper by using derivative-free optimization. To demonstrate the model, we performed molecular dynamics simulations using both HCPM and conventional constant potential method (CPM) for MXene electrodes with Li-TFSI/AN (lithium bis(trifluoromethane sulfonyl)imide/acetonitrile)-based solvent-in-salt electrolytes. Although the two methods show similar accumulated charge storage on the electrodes, the results indicated that HCPM provides a more reliable depiction of electrode atom charge distribution and charge response compared with CPM, accompanied by increased cationic attraction to the MXene surface. These results highlight the influence of elemental composition on electrode performance, and the flexibility of our HCPM opens up new avenues for studying the performance of diverse heteroatomic electrodes including other types of MXenes, two-dimensional materials, metal-organic frameworks (MOFs), and doped carbonaceous electrodes.

5.
J Chem Phys ; 159(11)2023 Sep 21.
Article in English | MEDLINE | ID: mdl-37724730

ABSTRACT

We aim to improve upon the variational Monte Carlo (VMC) approach for excitations replacing the Jastrow factor by an auxiliary bosonic (AB) ground state and multiplying it by a fermionic component factor. The instantaneous change in imaginary time of an arbitrary excitation in the original interacting fermionic system is obtained by measuring observables via the ground-state distribution of walkers of an AB system that is subject to an auxiliary effective potential. The effective potential is used to (i) drive the AB system's ground-state configuration space toward the configuration space of the excitations of the original fermionic system and (ii) subtract from a diffusion Monte Carlo (DMC) calculation contributions that can be included in conventional approximations, such as mean-field and configuration interaction (CI) methods. In this novel approach, the AB ground state is treated statistically in DMC, whereas the fermionic component of the original system is expanded in a basis. The excitation energies of the fermionic eigenstates are obtained by sampling a fermion-boson coupling term on the AB ground state. We show that this approach can take advantage of and correct for approximate eigenstates obtained via mean-field calculations or truncated interactions. We demonstrate that the AB ground-state factor incorporates the correlations missed by standard Jastrow factors, further reducing basis truncation errors. Relevant parts of the theory have been tested in soluble model systems and exhibit excellent agreement with exact analytical data and CI and VMC approaches. In particular, for limited basis set expansions and sufficient statistics, AB approaches outperform CI and VMC in terms of basis size for the same systems. The implementation of this method in current codes, despite being demanding, will be facilitated by reusing procedures already developed for calculating ground-state properties with DMC and excitations with VMC.

6.
Sci Rep ; 13(1): 6703, 2023 Apr 25.
Article in English | MEDLINE | ID: mdl-37185382

ABSTRACT

The properties of [Formula: see text] (M: 3d transition metal) perovskite crystals are significantly dependent on point defects, whether introduced accidentally or intentionally. The most studied defects in La-based perovskites are the oxygen vacancies and doping impurities on the La and M sites. Here, we identify that intrinsic antisite defects, the replacement of La by the transition metal, M, can be formed under M-rich and O-poor growth conditions, based on results of an accurate many-body ab initio approach. Our fixed-node diffusion Monte Carlo (FNDMC) calculations of [Formula: see text] ([Formula: see text], Fe, and Co) find that such antisite defects can have low formation energies and are magnetized. Complementary density functional theory (DFT)-based calculations show that Mn antisite defects in [Formula: see text] may cause the p-type electronic conductivity. These features could affect spintronics, redox catalysis, and other broad applications. Our bulk validation studies establish that FNDMC reproduces the antiferromagnetic state of [Formula: see text], whereas DFT with PBE (Perdew-Burke-Ernzerhof), SCAN (strongly constrained and appropriately normed), and the LDA+U (local density approximation with Coulomb U) functionals all favor ferromagnetic states, at variance with experiment.

7.
8.
Pediatrics ; 151(1)2023 01 01.
Article in English | MEDLINE | ID: mdl-36514898

ABSTRACT

A 10-year-old male with a past medical history of premature pubarche, mild persistent asthma, and eczema presented to the emergency department with progressive dyspnea and chest pain. On examination, he was found to be tachycardic and tachypneic. Chest radiograph demonstrated cardiomegaly, bilateral pleural effusions, and scattered atelectasis. Echocardiogram revealed a large pericardial effusion with right atrial collapse. The patient was admitted to the pediatric ICU for pericardiocentesis and drain placement. As he later became hypertensive and febrile, we will discuss how our patient's hospital course guided our differential diagnosis and how we arrived at a definitive diagnosis using a multidisciplinary approach.


Subject(s)
Cardiac Tamponade , Hypertension , Pericardial Effusion , Male , Child , Humans , Pericardial Effusion/diagnostic imaging , Pericardial Effusion/etiology , Pericardial Effusion/surgery , Cardiac Tamponade/diagnostic imaging , Cardiac Tamponade/etiology , Cardiac Tamponade/surgery , Pericardiocentesis/adverse effects , Echocardiography/adverse effects , Hypertension/complications
9.
Article in English | MEDLINE | ID: mdl-38197035

ABSTRACT

This paper assesses and reports the experience of ten teams working to port, validate, and benchmark several High Performance Computing applications on a novel GPU-accelerated Arm testbed system. The testbed consists of eight NVIDIA Arm HPC Developer Kit systems, each one equipped with a server-class Arm CPU from Ampere Computing and two data center GPUs from NVIDIA Corp. The systems are connected together using InfiniBand interconnect. The selected applications and mini-apps are written using several programming languages and use multiple accelerator-based programming models for GPUs such as CUDA, OpenACC, and OpenMP offloading. Working on application porting requires a robust and easy-to-access programming environment, including a variety of compilers and optimized scientific libraries. The goal of this work is to evaluate platform readiness and assess the effort required from developers to deploy well-established scientific workloads on current and future generation Arm-based GPU-accelerated HPC systems. The reported case studies demonstrate that the current level of maturity and diversity of software and tools is already adequate for large-scale production deployments.

10.
J Chem Theory Comput ; 18(11): 6920-6931, 2022 Nov 08.
Article in English | MEDLINE | ID: mdl-36269878

ABSTRACT

Protons display a high chemical activity and strongly affect the charge storage capability in confined interlayer spaces of two-dimensional (2D) materials. As such, an accurate representation of proton dynamics under confinement is important for understanding and predicting charge storage dynamics in these materials. While often ignored in atomistic-scale simulations, nuclear quantum effects (NQEs), e.g., tunneling, can be significant under confinement even at room temperature. Using the thermostatted ring polymer molecular dynamics implementation of path integral molecular dynamics (PIMD) in conjunction with the ReaxFF force field, density functional tight binding (DFTB), and NequIP neural network potential simulations, we investigate the role of NQEs on proton and water transport in bulk water and aqueous electrolytes under confinement in Ti3C2 MXenes. Although overall NQEs are relatively small, especially in bulk, we find that they can alter both quantitative values and qualitative trends on both proton transport and water self-diffusion under confinement relative to classical MD predictions. Therefore, our results suggest the need for NQEs to be considered to simulate aqueous systems under confinement for both qualitative and quantitative accuracy.

11.
Nanoscale ; 14(25): 9086-9096, 2022 Jun 30.
Article in English | MEDLINE | ID: mdl-35713192

ABSTRACT

MXenes are promising materials for rechargeable metal ion batteries and supercapacitors due to their high energy storage capacities, high electrical and ionic conductivities, and ease of synthesis. In this study, we predict the structure and properties of hitherto unexplored Ti-boron nitride MXenes (Ti3BN and Ti3BNT2 where T = F, O, OH) using high-throughput density functional theory calculations. We identify multiple stable structures exhibiting high thermodynamic and mechanical stability with B and N atoms evenly dispersed in the lattice sites. The predicted properties of the BN MXenes show remarkable similarities to their carbide counterparts, including in their metallicity, elastic constants, and cation absorption properties. Significantly, these novel MXene compounds display high lithium storage capacities (>250 mA h g-1), as well as suitability for non-lithium ion storage (Na, K, Ca, Mg), making them attractive candidates for both batteries and supercapacitors. This class of MXenes therefore merits further theoretical and experimental investigation.

12.
J Chem Phys ; 156(5): 054104, 2022 Feb 07.
Article in English | MEDLINE | ID: mdl-35135277

ABSTRACT

We present an efficient energy-based method for structural optimization with stochastic electronic structure theories, such as diffusion quantum Monte Carlo (DMC). This method is based on robust line-search energy minimization in reduced parameter space, exploiting approximate but accurate Hessian information from a surrogate theory, such as density functional theory. The surrogate theory is also used to characterize the potential energy surface, allowing for simple but reliable ways to maximize statistical efficiency while retaining controllable accuracy. We demonstrate the method by finding the minimum DMC energy structures of the selected flake-like aromatic molecules, such as benzene, coronene, and ovalene, represented by 2, 6, and 19 structural parameters, respectively. In each case, the energy minimum is found within two parallel line-search iterations. The method is near-optimal for a line-search technique and suitable for a broad range of applications. It is easily generalized to any electronic structure method where forces and stresses are still under active development and implementation, such as diffusion Monte Carlo, auxiliary-field Monte Carlo, and stochastic configuration interaction, as well as deterministic approaches such as the random-phase approximation. Accurate and efficient means of geometry optimization could shed light on a broad class of materials and molecules, showing high sensitivity of induced properties to structural variables.

13.
J Clin Neurophysiol ; 39(7): 592-601, 2022 Nov 01.
Article in English | MEDLINE | ID: mdl-34812578

ABSTRACT

PURPOSE: Spatial patterns of long-range seizure propagation in epileptic networks have not been well characterized. Here, we use ictal high-gamma activity (HGA) as a proxy of intense neuronal population firing to map the spatial evolution of seizure recruitment. METHODS: Ictal HGA (80-150 Hz) was analyzed in 13 patients with 72 seizures recorded by stereotactic depth electrodes, using previously validated methods. Distinct spatial clusters of channels with the ictal high-gamma signature were identified, and seizure hubs were defined as stereotypically recruited nonoverlapping clusters. Clusters correlated with asynchronous seizure terminations to provide supportive evidence for independent seizure activity at these sites. The spatial overlap between seizure hubs and interictal ripples was compared. RESULTS: Ictal HGA was detected in 71% of seizures and 10% of implanted contacts, enabling tracking of contiguous and noncontiguous seizure recruitment. Multiple seizure hubs were identified in 54% of cases, including 43% of patients thought preoperatively to have unifocal epilepsy. Noncontiguous recruitment was associated with asynchronous seizure termination (odds ratio = 19.7; p = 0.029). Interictal ripples demonstrated greater spatial overlap with ictal HGA in cases with single seizure hubs compared with those with multiple hubs (100% vs. 66% per patient; p = 0.03). CONCLUSIONS: Ictal HGA may serve as a useful adjunctive biomarker to distinguish contiguous seizure spread from propagation to remote seizure sites. High-gamma sites were found to cluster in stereotyped seizure hubs rather than being broadly distributed. Multiple hubs were common even in cases that were considered unifocal.


Subject(s)
Electroencephalography , Epilepsy , Humans , Electroencephalography/methods , Seizures/diagnosis , Seizures/surgery , Epilepsy/surgery , Neurons
14.
MedEdPORTAL ; 17: 11140, 2021.
Article in English | MEDLINE | ID: mdl-34466657

ABSTRACT

Introduction: Sexual violence is a significant public health concern in the United States, affecting as many as one in two women and one in four men. However, few medical schools offer education on trauma-informed communication with patients who disclose sexual assault (SA). The goal of this training was to provide medical students with an understanding of how to empathically respond to SA disclosures, collect pertinent medical information while avoiding retraumatization, and empower patients to feel in control of their care. Methods: One hundred forty-nine second-year medical students at Rush Medical College attended a 1-hour didactic lecture discussing the needs of SA survivors followed by small-group sessions during which they practiced trauma-informed communication skills. Students completed anonymous pre- and postsession surveys featuring nine Likert-scale questions that assessed comfort level providing trauma-informed care. Results: Of the 149 attendees, 88 (59%) completed matched pre- and posttraining surveys that demonstrated significant improvement in all assessed metrics of trauma-informed care, including comfort collecting information, empowering survivors, and responding to and normalizing patients' concerns. Two weeks after completing the training, all 149 students also correctly answered a free-response question testing retention of key training takeaways on their Sexuality and Reproduction final exam. Discussion: The training significantly improved medical student comfort in providing trauma-informed care across all collected metrics. The training can be feasibly reproduced at other institutions so that future physicians across specialties can provide trauma-informed care, ideally improving the acute and chronic health outcomes that disproportionately affect SA survivors.


Subject(s)
Sex Offenses , Students, Medical , Clinical Competence , Curriculum , Female , Humans , Male , Survivors
15.
J Chem Theory Comput ; 17(10): 5992-6005, 2021 Oct 12.
Article in English | MEDLINE | ID: mdl-34516134

ABSTRACT

We present molecular-simulation-based calculations of the Van Hove correlation function (VHF) of water using multiple modeling approaches: classical molecular dynamics with simple three-site nonpolarizable models, with a polarizable model, and with a reactive force field; density functional tight-binding molecular dynamics; and ab initio molecular dynamics. Due to the many orders of magnitude difference in the computational cost of these approaches, we investigate how small and short the simulations can be while still yielding sufficiently accurate and interpretable results for the VHF. We investigate the accuracy of the different models by comparing them to recently published inelastic X-ray scattering measurements of the VHF. We find that all of the models exhibit qualitative agreement with the experiments, and in some models and for some properties, the agreement is quantitative. This work lays the foundation for future simulation approaches to calculating the VHF for aqueous solutions in bulk and under nanoconfinement.

16.
J Clin Med ; 10(6)2021 Mar 15.
Article in English | MEDLINE | ID: mdl-33804004

ABSTRACT

For osteosarcoma, staging criteria, prognosis estimates, and surgical recommendations have not yet changed to reflect increasingly sensitive computed tomography (CT) imaging. However, the frequent identification of micronodules (<5 mm) on presentation leaves clinicians in a difficult position regarding the need to biopsy, resect, or follow the lesions and whether to consider the patient metastatic or non-metastatic. Our objective was to compare the 5-year overall survival rates of patients with osteosarcoma with non-surgically resected lung micronodules on presentation to patients without micronodules to guide community oncologists faced with this common dilemma. We collected data retrospectively on all newly diagnosed osteosarcoma patients, aged less than 50, treated at Rush University Hospital over 25 years without pulmonary nodules >10 mm or pulmonary surgical intervention. Kaplan-Meier curves showed there was no difference in 5-year overall survival in patients with any size nodule <5 mm compared to patients with no nodules. Additionally, our study showed a survival advantage for those who presented with 0 or 1 nodule (90%) compared to ≥2 nodules (53%). Our data suggest surgery may not be necessary for singular nodules <5 mm identified on presentation, and that these patients behave more like "localized" patients than metastatic patients.

17.
Oncology ; 99(5): 310-317, 2021.
Article in English | MEDLINE | ID: mdl-33690232

ABSTRACT

INTRODUCTION: There are no standard systemic therapies for the treatment of fibrolamellar carcinoma (FLC), as surgery remains the only definitive option. We share our experiences using systemic "triple therapy" (TT) with 5-fluorouracil, interferon, and nivolumab for the treatment of relapsed, refractory, metastatic, or unresectable FLC. METHODS: Data from all patients who received TT from May 2018 to July 2020 were reviewed to assess response, survival, and toxicity. RESULTS: A total of 22 patients were treated with TT, of which 14 (median age of 21 years) were evaluable. They received a median of 18 cycles (8-44). At the time of analysis, the median progression-free survival was 9 months (4.5-26), 29% longer than prior to TT, with 5 patients achieving clinical remission, 8 patients stable or improving, and 1 progression. Overall objective response (clinical remission + partial response) was 50% and tumor control rate (clinical remission + partial response + stable disease) was 93%. Two patients withdrew from treatment due to side effects. DISCUSSION/CONCLUSION: Our early results support TT as a promising medical option to slow disease progression and prolong survival in high-risk patients with FLC. TT can be administered in the outpatient setting and has shown good tolerability. Further longitudinal data is needed to confirm outcomes, especially in patients still early in their treatment.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Hepatocellular/drug therapy , Drug Resistance, Neoplasm , Drug-Related Side Effects and Adverse Reactions/epidemiology , Neoplasm Recurrence, Local/drug therapy , Salvage Therapy , Adolescent , Adult , Carcinoma, Hepatocellular/pathology , Child , Drug-Related Side Effects and Adverse Reactions/diagnosis , Female , Fluorouracil/administration & dosage , Follow-Up Studies , Humans , Illinois/epidemiology , Interferons/administration & dosage , Male , Neoplasm Recurrence, Local/pathology , Nivolumab/administration & dosage , Prognosis , Retrospective Studies , Survival Rate , Young Adult
18.
J Pediatr Hematol Oncol ; 43(2): e207-e211, 2021 03 01.
Article in English | MEDLINE | ID: mdl-32205783

ABSTRACT

Orthopedic surgeons are well aware of tumor contamination at the site of initial biopsy in osteosarcoma. However, tumor contamination in patients with osteosarcoma associated with thoracic instrumentation is not well described. The authors summarize 2 reported cases in addition to the 2 cases at their institution of this phenomenon. Knowledge of tumor contamination and preventative measures against tumor contamination is sparse in the literature, especially pertaining to patients with osteosarcoma undergoing thoracic instrumentation. In this report, the authors hope to increase awareness of these cases and suggest preventative measures to mitigate against tumor contamination in patients with osteosarcoma. The authors report that the median time between thoracic instrumentation and the visible detection of tumor migration to local sites was 5 months. They conclude that tumor contamination associated with thoracic instrumentation is characterized by patients with multiple sites of relapse and aggressive, fatal disease.


Subject(s)
Bone Neoplasms/surgery , Brain Neoplasms/secondary , Minimally Invasive Surgical Procedures/adverse effects , Osteosarcoma/surgery , Postoperative Complications/diagnosis , Soft Tissue Neoplasms/secondary , Thoracic Vertebrae/surgery , Adolescent , Adult , Bone Neoplasms/pathology , Brain Neoplasms/etiology , Humans , Male , Osteosarcoma/pathology , Postoperative Complications/etiology , Prognosis , Soft Tissue Neoplasms/etiology , Thoracic Vertebrae/pathology , Young Adult
19.
J Chem Phys ; 153(18): 184111, 2020 Nov 14.
Article in English | MEDLINE | ID: mdl-33187421

ABSTRACT

While Diffusion Monte Carlo (DMC) is in principle an exact stochastic method for ab initio electronic structure calculations, in practice, the fermionic sign problem necessitates the use of the fixed-node approximation and trial wavefunctions with approximate nodes (or zeros). This approximation introduces a variational error in the energy that potentially can be tested and systematically improved. Here, we present a computational method that produces trial wavefunctions with systematically improvable nodes for DMC calculations of periodic solids. These trial wavefunctions are efficiently generated with the configuration interaction using a perturbative selection made iteratively (CIPSI) method. A simple protocol in which both exact and approximate results for finite supercells are used to extrapolate to the thermodynamic limit is introduced. This approach is illustrated in the case of the carbon diamond using Slater-Jastrow trial wavefunctions including up to one million Slater determinants. Fixed-node DMC energies obtained with such large expansions are much improved, and the fixed-node error is found to decrease monotonically and smoothly as a function of the number of determinants in the trial wavefunction, a property opening the way to a better control of this error. The cohesive energy extrapolated to the thermodynamic limit is in close agreement with the estimated experimental value. Interestingly, this is also the case at the single-determinant level, thus, indicating a very good error cancellation in carbon diamond between the bulk and atomic total fixed-node energies when using single-determinant nodes.

20.
J Phys Chem A ; 124(47): 9867-9876, 2020 Nov 25.
Article in English | MEDLINE | ID: mdl-33190498

ABSTRACT

The van der Waals interaction is of foundational importance for a wide variety of physical systems. In particular, van der Waals forces lie at the heart of potential device technologies that may be realized from the functional organization of layered two-dimensional (2D) nanomaterials. For intermediate to large-scale applications modeling, van der Waals density functionals have become the de facto choice for first-principles calculations. In particular, the vdW-DF family of functionals have provided a systematic approach to this theoretically challenging problem. While much progress has been made, there remains room for improvement in the microscopic description of vdW forces from these density functionals. In this work, we compute benchmark results for the binding energy and the electronic density response to binding in TiS2 via accurate diffusion quantum Monte Carlo calculations. We compare these benchmark data to results obtained from local, semilocal, and van der Waals functionals. In particular, we gauge the quality of the original vdW-DF/vdW-DF2 functionals, as well as updated variants such as vdW-DF-C09, vdW-DF-optB88, vdW-DF-optB86b, and vdW-DF2-B86R. We find a close relationship between the accuracy of predicted interlayer separation distances and binding energies for TiS2, with the vdW-DF-optB88 functional performing very well in terms of both quantities. In general, the more recently developed functionals are systematic improvements over older ones. However, when considering the response of the electron density to binding, we find that local-density approximation (LDA) and PBEsol generally outperform the vdW-DF functionals in describing the interlayer charge accumulation with vdW-DF-C09 variants performing the best overall.

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