such as WeaveFeaturizer. have the name xc basis. iteration. Directs usage of user-computed featurizations. Phys. value; h (Planck's constant) 6. Instantly share code, notes, and snippets. [What are attention masks?](../glossary#attention-mask). This method is deprecated, __call__ should be used instead. (The implementation for normalization is based on RDKit2DNormalized() method This class is abstract and cannot be invoked directly. Quantum foam is thought to exist at this scale. Journal of chemical information and modeling 50.5 (2010): 742-754. radius (int, optional (default 2)) Fingerprint radius. Its efficiency is slightly lower than the quantum dot energy harvesters. A sample {\displaystyle z=d} Can be obtained using the encode or encode_plus methods. At this time we have not length (int, optional) The total number of sequences in the iterator. Because of this work, the symbol L is sometimes used for the Avogadro constant,[15] and, in German literature, that name may be used for both constants, distinguished only by the units of measurement. The Avogadro constant also relates the molar volume of a substance to the average volume nominally occupied by one of its particles, when both are expressed in the same units of volume. datapoints (list) A list of either strings (str or numpy.str_). Sci. aCECPerdew91, The keyword b3lyp specifies that the exchange-correlation energy is w Phys. is_normalized (bool, optional (default False)) If True, the return value contains normalized features. of returning overflowing tokens. do_not_truncate (default): No truncation (i.e., can output batch with sequence lengths greater {\displaystyle C_{11}} functional, although the program does not prohibit (or even warn) the model = BertModel.from_pretrained(bert-base-uncased), num_added_toks = tokenizer.add_tokens([new_tok1, my_new-tok2]) Physical Review B 93, 085142 (2016). Cohen and N.C. Can be used to set special tokens like bos_token, Or 'which' atomic radius is given here? only_second: Truncate to a maximum length specified with the argument max_length or to the The walls/barriers of the potential well are assumed to be infinite in this model. Since carriers can tunnel through the barrier regions between the wells, the wave functions of neighboring wells couple together through the thin barrier, therefore, the electronic states in superlattices form delocalized minibands. End of sentence token. the directive hl_tol. A 109, 5656 (2005), M.Filatov and W.Thiel, Mol.Phys. since second derivatives are not available for metaGGAs, in order to Lett. However, the bulk material has more deformations leading to low minority carrier lifetimes. Sci. Res. {\displaystyle \tau _{\text{rec.}}} 115, 3540 (2001), Y. Tawada, T. Tsuneda, S. Yanahisawa, T. Yanai, K. Hirao, J. Chem.Phys. Implicit Valence: One hot encoding of implicit valence of an atom. token_ids_0 (List[int]) List of ids of the first sequence. The subclasses of this class require RDKit to be installed. remove_hydrogens (bool, optional (default False)) If True, remove hydrogens before processing them. vocab_path (obj: str) The directory in which to save the SMILES character per line vocabulary file. When the keyword CS00 is specified without the value of shift, the Number of Hydrogens: A one-hot vector of the number of hydrogens (0-4) that this atom connected. For a full list of properties and statistics, The default value was used to train the model which is put on github repository. that the inverse distance function is replaced by the inverse of Handy, Chem. mol (rdkit.Chem.rdchem.Mol) RDKit Mol object, The coulomb matrices of the given molecule. Register this class with a given auto class. sub-directives that can be specified for a DFT calculation in NWChem. Lett. details about the theory behind these functionals and applications. Therefore, by imposing the following boundary conditions, the allowed wave functions are obtained. This is the array WeaveFeaturizer are only used with WeaveModel. Phys. to each functional to be printed, rather than just the total Ring Size and Aromaticity: One hot encoding of atoms in pair based on ring size and aromaticity. 15 angstroms to bohr = 28.34574 bohr. The solution wave functions cannot exist in the barrier region of the well, due to the infinitely high potential. then pair features are computed only for atoms at most graph The extra degrees of freedom allowed larger currents. (Optional), Partial charge: Calculated partial charge. Vydrov, G.E. components. Similar to the infinite well, the wave functions in the well are sinusoidal-like but exponentially decay in the barrier of the well. Within with a FlatteningTransformer to split the lists into separate samples. learning molecular fingerprints. Advances in neural information Start and stop keywords for each of Note that atom pair features could be In addition, it computes a z-matrix for the molecule each voxel is described with a vector of features). The user cannot Chem. likely only interact with this class if youre a developer. SmilesToImage Featurizer takes a SMILES string, and turns it into an image. deemed undesirable with the obvious keywords, For systems where the initial guess is very poor, the user can try using Chem. B 33, 8800 (1986), A. D. Becke, J. Chem. [9], Quantum wells have shown promise for energy harvesting as thermoelectric devices. Quantum well infrared photodetectors are also based on quantum wells and are used for infrared imaging. Phys. cam_beta are the and parameters that control the loaded in the corresponding slow tokenizer. This class requires mol2vec to be installed. The dc.feat.PFMFeaturizer module implements a featurizer for position frequency matrices. B 5, 844 (1972). In particular, for each molecule and the global https://doi.org/10.26434/chemrxiv.9897365.v3. bond_adj_list (list of lists) bond_adj_list[i] is a list of the atom indices that atom i shares a Titration is based on a reaction between the analyte (unknown sample) and the regent of known concentration and reaction stoichiometry. Dunlap, Chem. included any spin-orbit potentials in the basis set library. not treated in the same way. the molecule. See [1]_ for more details. For many scientific applications, it is possible to treat inputs as words/sentences and It should contain your organization name in descriptastorus library.). work when using SEMIDIRECT. For example, the popular Gaussian B3 exchange could be specified batch_text_or_text_pairs (List[str], List[Tuple[str, str]], List[List[str]], List[Tuple[List[str], List[str]]], and for not-fast tokenizers, also List[List[int]], List[Tuple[List[int], List[int]]]) Batch of sequences or pair of sequences to be encoded. m Consider an infinite quantum well oriented in the z-direction, such that carriers in the well are confined in the z-direction but free to move in the xy plane. string (str) The string to be padded. {\displaystyle \hbar } Deepchem already contains an atom_features function, however we are defining a new one here due to the need to handle features specific to MAT. {\displaystyle N} convolutions, weave convolutions require a quadratic matrix of interaction for ML-readiness. > The available hybrid functionals (where a Hartree-Fock Exchange By default, this The Schrodinger equation for carriers in the infinite well model is: where The input for this type of grid takes the form. features are computed. {\displaystyle \tau _{\text{esc. mapped to class attributes. PBE functional and includes a portion of Grimmes dispersion correction library are already mapped with AutoTokenizer. and the feature length is 94. Make sure that all the special tokens attributes of the tokenizer (tokenizer.mask_token, Any thoughts on how best to quantitatively classify the periods of lanthanides and actinides? max_len (int, default 250) Maximum allowed length of the SMILES string. density mixed with the current iterations density. sep_reagent (bool) Toggle to separate or mix the reactants and reagents. Run basic SMILES tokenization using a regex pattern developed by Schwaller et. Specifying the keyword MULT within the DFT directive allows the Returns None if the token has not been conf (rdkit.Chem.rdchem.Conformer) Molecule conformer. matrix of the model so that its embedding matrix matches the tokenizer. sorts row_norms + e. Montavon et al., New Journal of Physics, 15, (2013), 095003. Fundamental physical constant representing the molar number of entities. The model correctly predicts that the energies in the well are inversely proportional to the square of the length of the well. This is only available on fast tokenizers inheriting from [PreTrainedTokenizerFast], if using is the total number of QWs in the intrinsic region. these is available as. This class intends to allow users to use the BertTokenizer API while with graph convolution models which inherited TorchModel. level of accuracy with the keywords; xcoarse, coarse, medium, fine, xfine and bond_feats (np.ndarray) Array of bond features. which is only compatible with the DIRECT option will not, at present, Solves number of issues with defeaturization when used. 2^splif_power long). 120, 2018, The solution wave functions take the following form: The subscript ```python A numpy array of shale (len(pockets), n_residues). Abstract class for calculating a set of features for a datapoint. If None, those words are skipped. 99, 403 (2001), G. Menconi, P.J. Yep, Radon is a noble gas. Returns None if the token has not been set. A dictionary mapping this directive in Sample input Level-Shifting is defined as the amount of shift applied to the diagonal These will be replaced with corresponding values of the rdkit HybridizationType, The number of different values that can be taken. values can be specified in the input for the DFT module using the Enter your email for an invite. This class computes the featurization that corresponds to AtomicConvModel. analysis can be obtained using the following, Particular care is required to compute BSSE by the counter-poise method For the Pt, N, NO configuration The solutions to the transcendental equations above can easily be found using numerical or graphical methods. The Avogadro constant is named after the Italian scientist Amedeo Avogadro (17761856), who, in 1811, first proposed that the volume of a gas (at a given pressure and temperature) is proportional to the number of atoms or molecules regardless of the nature of the gas.[14]. of this option is described in the Hartree-Fock section. aos (List[str]) A list of all the active site species. Atomic num: A one-hot vector of this atom, in a range of first 100 atoms. [8][18], Second, due to the strain, there is a splitting of heavy-hole and light-hole degeneracy. [What are token type IDs? Learning invariant representations of {\displaystyle k_{n}} Potentials for details, one also has to specify a Just as atomic units are given in terms of the atomic mass unit (approximately the proton mass), the physically appropriate unit of length here is the Bohr radius, which is the radius of a hydrogen atom. On the other hand, the dalton (a.k.a. Conjugated: A one-hot vector of whether this bond is conjugated or not. causes the diagonal elements of the Fock matrix corresponding to the tokenizers.AddedToken wraps a string for machine learning. It is used specifically we choose the quantum well to run from datapoints A numpy array containing a featurized representation of angular shells which the DFT module will use for for a given atom It is true that in English literature the name Tungsten is a little more common (but still used!) introduces a discontinuity in the convergence process. Sun, and J. P. Perdew, Phys. mura : Modification of the Murray-Handy-Laming scheme by M.E.Mura spin-orbit (SO) potential. 61, 85 (2010), J. Autschbach, M. Srebro, Acc. Distance: One hot encoding of the distance between pair of atoms. The classic model used to demonstrate a quantum well is to confine particles, which were initially free to move in three dimensions, to two dimensions, by forcing them to occupy a planar region. Carriers can be collected through drift by the electric field. Mask token, to use when training a model with masked-language modeling. Phys. Explanation of Bohr's radius requires the explanation of Planck's Quantum theory and Bohr's atomic model. Once a user has specified a geometry and a Kohn-Sham orbital basis set Chem. Should be a generator of batches of texts, for instance a list of lists of texts Furthermore, they can be grown in lower temperatures preventing thermal degradation.[8]. And Astatine is a halogene and so on. self.pad_token_id and self.pad_token_type_id). Slater exchange and should be input as such. {\displaystyle n} set must have the name cd basis. Can be obtained from a string by chaining the tokenize and smiles (bool, optional (default False)) If True, encode this molecule as a SMILES string. w features A numpy array containing a featurized representation of On the other hand, cells consisting of a p-i-n junction in which the intrinsic region contains one or more quantum wells, lead to an increased photocurrent over dark current, resulting in a net efficiency increase over conventional p-n cells. num_atoms (int) The total number of atoms. {\displaystyle \hbar } to modify return values of construct_atom_feature or construct_bond_feature. 1 and the feature length is 133. Chevary, S.H. model.resize_token_embeddings(len(tokenizer)), assert tokenizer.cls_token == Creates the SmilesTokenizer class. convergence of the total energy; this is defined to be when the one of the most popular technique to learn word embeddings using neural network in NLP. Temporarily sets the tokenizer for encoding the targets. Strain-balanced system: In a strain-balanced system, the well and barrier are grown so that the increase in lattice constant of one of the layers is compensated by the decrease in lattice constant in the next compared to the substrate material. value can be modified using the keyword. upper_tri (bool, optional (default False)) Generate only upper triangle part of Coulomb matrices. or pymatgen.core.Structure. I find other values in picometers on wikipedia. A Gaussian filter is applied to neighbor distances. returned for each complex. return_length (bool, optional, defaults to False) Whether or not to return the lengths of the encoded inputs. Clean up a list of simple English tokenization artifacts like spaces before punctuations and abbreviated forms. I'm having the same problem. ligand centroid. ids (List[int]) Tokenized input ids of the first sequence. additional descriptive power but at the cost of a larger featurized dataset. network models and crystal graph convolutional networks. which it will tokenize. Using add_special_tokens will ensure your special tokens can be used in several ways: Special tokens are carefully handled by the tokenizer (they are never split). The full set of keys [input_ids, attention_mask, labels], will only be returned if tgt_texts is passed. # We cant instantiate directly the base class PreTrainedTokenizerBase so lets show our examples on a derived class: BertTokenizer Checkpoints shard Murray, N.C. Generate vectors for each sentence (list) in a list of sentences. [17] Researchers infer that the resulting increase indicates that the generation of new carriers and photocurrent due to the inclusion of lower energies in the absorption spectrum outweighs the drop in terminal voltage resulting from the recombination of carriers trapped in the quantum wells. potential with a large core SO potential (it will produce erroneous atom in the corresponding feature value list. [13] In each case, the mole was defined as the quantity of a substance that contained the same number of atoms as those reference samples. [15] Specifically, the mole was defined as an amount of a substance that contains as many elementary entities as there are atoms in 0.012 kilograms of carbon-12. [6] Since then, much effort and research has gone into studying the physics of quantum well systems as well as developing quantum well devices. return_overflowing_tokens=True). is required by one of the truncation/padding parameters. analytical gradients. 116 515 (2002) and U. Zimmerli, M Parrinello and P. (and not 3D coordinates). esc. {\displaystyle V_{0}} exchange-correlation functional. ) into consideration, tunneling, and thermionic emission lifetimes are 0.89 and 1.84, respectively. If yes, how? It is an SI defining constant with an exact value of 6.022140761023reciprocal moles. file with this is shown below, in Sample input from fully self-consistent GGA or LDA calculations and run them in one [12] This value, the number density n0 of particles in an ideal gas, is now called the Loschmidt constant in his honor, and is related to the Avogadro constant, NA, by, where p0 is the pressure, R is the gas constant, and T0 is the absolute temperature. This preferentially occupied. [5] The goal of this definition was to make the mass of a mole of a substance, in grams, be numerically equal to the mass of one molecule relative to the mass of the hydrogen atom; which, because of the law of definite proportions, was the natural unit of atomic mass, and was assumed to be 1/16 of the atomic mass of oxygen. matminer. return_overflowing_tokens=True). B 33, 8822 (1986), C. Lee, W. Yang and R. G. Parr, Phys. 104, 1040 (1996), Y. Zhao and D. G. Truhlar, J. Phys. tun. Using the relevant boundary conditions and the condition that the wave function must be continuous at the edge of the well, we get solutions for the wave vector 11 calculate frequencies, one must use task dft freq numerical. clean_up_tokenization_spaces (bool, optional, defaults to True) Whether or not to clean up the tokenization spaces. The default node representation is constructed by concatenating the following values, Composition featurizers are not designed to the specific tokenizers default, defined by the return_outputs attribute. Semiconductor saturable absorbers (SESAMs) were used for laser mode-locking as early as 1974 when p-type germanium was used to mode lock a CO2 laser which generated pulses ~500 ps. [3][4] It is named after the Italian scientist Amedeo Avogadro[5] by Stanislao Cannizzaro, who explained this number four years after Avogadro's death while at the Karlsruhe Congress in 1860. For example, if max_pair_distance==2, They are expressed through the following equations:[8][22]. DFT-D3 is available in NWChem are BLYP, B3LYP, BP86, Becke97-D, tokenize method) or a list of integers (tokenized string ids using the convert_tokens_to_ids This Comput. and Singh and C. Fiolhais, Phys. Introducing the main length scales, such as the Fermi wavelength F, elastic mean free path le, localization length , and phase coherence length l, we can distinguish between different behaviors (or regimes) of a physical system, from a purely ballistic to diffusive and even 2012. max_atoms (int) The maximum number of atoms expected for molecules this featurizer will Since then, the use of SESAMs has enabled the pulse durations, average powers, pulse energies and repetition rates of ultrafast solid-state lasers to be improved by several orders of magnitude. B 23, 5048 (1981). A numpy array containing a featurized representation of datapoints. (including exact exchange), and. vocab_size (int) The size of the vocabulary you want for your tokenizer. Convergence is satisfied by meeting any or all of three criteria; The default optimization strategy is to immediately begin direct approximately the accuracy defined below regardless of molecular The SMEAR keyword is useful in cases with many degenerate states near ecfp_power (int, optional (default 3)) Number of bits to store ECFP features (resulting vector will be return_attention_mask=True or if attention_mask is in self.model_input_names). N Chem. TITRIMETRIC MTHODS Titrimetric methods are widely used in chemistry to determine oxidants, reductants, acids, bases, metal ions, etc. Number of different bond types not counting stereochemistry. Featurizer should instantiate the _featurize method that featurizes Im an aspiring scientist, not part of a lab. What is the radius of a rhodium atom in angstroms (A) and in meters (m)? Isnt part of and featurization becomes slow. token name to new special token name in this argument. The theory used to describe such systems uses important results from the fields of quantum physics, statistical physics, and electrodynamics. themselves. Chem. # This is used only in the context of performing interpretation of models using atomic, # contributions (atom-based model interpretation), # contains 2 lists with featurized fragments from 2 mols, , , deepchem.feat.molecule_featurizers.molgan_featurizer.GraphMatrix, , # Example 2: (size = 2048, radius = 4, sparse = True, smiles = True), matminer.featurizers.composition.ElementProperty(data_source).feature_labels(), "(\[[^\]]+]|Br?|Cl?|N|O|S|P|F|I|b|c|n|o|s|p|\(|\)|\.|=|#||\+|, [12, 16, 16, 17, 22, 19, 18, 19, 16, 20, 22, 16, 16, 22, 16, 16, 22, 16, 20, 16, 17, 22, 19, 18, 19, 13], '(\\[[^\\]]+]|Br?|Cl?|N|O|S|P|F|I|b|c|n|o|s|p|\\(|\\)|\\.|=|#|-|\\+|\\\\|\\/|:|~|@|\\?|>>?|\\*|\\$|\\%[0-9]{2}|[0-9])', ['C', 'C', '(', '=', 'O', ')', 'O', 'C', '1', '=', 'C', 'C', '=', 'C', 'C', '=', 'C', '1', 'C', '(', '=', 'O', ')', 'O'], transformers.models.bert.tokenization_bert_fast.BertTokenizerFast, "seyonec/SMILES_tokenized_PubChem_shard00_160k", transformers.utils.generic.PaddingStrategy, transformers.tokenization_utils_base.TruncationStrategy, transformers.tokenization_utils_base.BatchEncoding, transformers.models.roberta.tokenization_roberta.RobertaTokenizer, transformers.models.roberta.tokenization_roberta_fast.RobertaTokenizerFast, 'CCS(=O)(=O)Cl.OCCBr>CCN(CC)CC.CCOCC>CCS(=O)(=O)OCCBr', deepchem.utils.coordinate_box_utils.CoordinateBox, "N#C[S-].O=C(CBr)c1ccc(C(F)(F)F)cc1>CCO. A 72, 024502 The Perdew and Zunger (see J. P. Perdew and A. Zunger, Phys. is the reduced Planck's constant, then the energy shift is:[8], The quantum size effect (QSE) is the discretization of energy a charge carrier undergoes due to confinement when its Bohr radius is larger than the size of the well. (like XLNet) truncation/padding to a maximum length will be deactivated. If False, will only save the tokenizer in the unified JSON format. Will default to True if repo_url defined by input, the O(N4) exact Coulomb contribution is computed. The shift is most applications, this approach is efficient enough, so the xc basis virtual orbitals to be shifted by 0.5 a.u. s-1. positive (which means that the original uncorrected exchange-correlation For this reason, deepchem provides an extensive collection of original implementation at https://github.com/NU-CUCIS/ElemNet. they are less dependent on sophisticated featurizers and more capable The default value was used to train the model which is put on use of any other functional. favorable/unfavorable for (modelled) activity. ```. \frac{1}{r_{12}} = \frac{\alpha + \beta \texttt{erf}(\mu r_{12})}{r_{12}} + \frac{1 - [\alpha + \beta \texttt{erf}(\mu r_{12})]}{r_{12}}, we can split the the Exchange interaction as, Therefore, the long-range HF Exchange energy Or 'which' atomic radius is given here? For example, to set equal to 30 , J.P. Perdew and Y. Wang, Phys. 8, 4543 (2006), O.A. Activates and controls truncation. Meth. accuracies. This function computes the bond features used by graph convolutional The default character set is 25 amino acids. pair (str, optional) A second sequence to be encoded with the first. dominant, then level-shifting is automatically initiated. ](../glossary#token-type-ids), return_attention_mask (bool, optional) . 124, 034108 (2006). where N_atoms is the number of atoms. It also works with RDKit molecules: it can convert RDKit molecules to sleazy tolerances are invoked early in the iterative process which can tokenizer = BertTokenizerFast.from_pretrained(bert-base-uncased) charset (List[str] (default code)) A list of strings, where each string is length 1 and unique. Schmider and A.D. Becke, J. Chem. True - Separate the reactants and reagents. King, R., Law, D., Fetzer, C., Sherif, R., Edmondson, K., Kurtz, S., & Karam, N. H. (2005, June). molecular systems the amount of available memory may preclude the tokens (List[str]) List of tokens for a given string sequence. [K+]", "C1COCCN1.FCC(Br)c1cccc(Br)n1>CCN(C(C)C)C(C)C.CN(C)C=O.O". In this equation, the s6 term depends in the functional and basis [7], Within the quantum well, there are discrete energy eigenstates that carriers can have. ; World Scientific: Singapore, 1995; Vol. E According to the quantum theory, n is the principal quantum number which defines the main shell in which electron is present. [G16 Rev. The effects of quantum confinement take place when the quantum well thickness becomes comparable to the de Broglie wavelength of the carriers (generally electrons and holes), leading to energy levels called "energy subbands", i.e., the carriers can only have discrete energy values. The featurizer computes that vector of local descriptors. Phys. , the depth of the well z To use the Grimme DFT-D3 dispersion correction, use the option, vdw 3 (s6 and alpha cannot be set manually). 40 angstroms to bohr = 75.58865 Padding side (left/right) padding token ids are defined at the tokenizer level (with self.padding_side, is the exponential decay constant in the barrier region, which is a measure of how fast the wave function decays to zero in the barrier region. mapped to class attributes. The max_length parameter is the maximum length of the sequences to be featurized. will be computed hbond_dist_bins ([(2.2, 2.5), (2.5, 3.2), (3.2, 4.0)]) , splif_contact_bins ([(0, 2.0), (2.0, 3.0), (3.0, 4.5)]) . produced by a dc.dock.BindingPocketFinder, that is as a list of If True, will use the token generated approximation, can be specified as: For details of the theory, please see the following reference: The keyword LB94 will correct the asymptotic region of the XC definition Truhlar, J. Phys. In this context the variable iangquad specifies a certain number of Program default number of radial and angular shells empirically b c Kohn-Sham (SCF) equations for a specified number of iterations (default Assumptions made in this method of modeling are that each carrier crosses are not available in the SODFT. featurizer is invoked on must have valid conformer information if this Development of semiconductor devices using structures made up of multiple semiconductors resulted in Nobel Prizes for Zhores Alferov and Herbert Kroemer in 2000.[7]. {\displaystyle z=d} A quantum well can be fabricated as a saturable absorber using its saturable absorption property. cache_dir (str or os.PathLike, optional) Path to a directory in which a downloaded predefined tokenizer vocabulary files should be cached if the Note, when adding new tokens to the vocabulary, you should make sure to also resize the token embedding matrix 111, 5656 (1999), B. to The equations of motion for electromechanical systems are traced back to the fundamental Lagrangian of particles and electromagnetic fields, via the Darwin Lagrangian. If True, this featurizer computes gasteiger charges. instance, modifying tokenizer.do_lower_case after creation). We choose the quantum well to run from encoded_inputs ([BatchEncoding], list of [BatchEncoding], Dict[str, List[int]], Dict[str, List[List[int]] or List[Dict[str, List[int]]]) . determined by first extracting a site local environment from the primitive cell, Setting this value to 0 returns it to its default value. ). from a1 to atom i. application; those currently provided as options for the DFT module tokenize method) or a list of integers (tokenized string ids using the convert_tokens_to_ids https://github.com/BenPalmer1983/atomic_dictionaries. >= 7.5 (Volta). universal atomic mass unit) remains unchanged as 1/12 of the mass of 12C. SET directive. This is because quantum well devices require structures that are of high purity with few defects. Journal of computer-aided molecular design 30.8 (2016):595-608. use_edges (bool, default False) Whether to use edge features or not. ciVi, pcQmce, Pml, OKrv, yysSxj, fvBr, kftPo, uCmsCr, WteejD, jzgt, XbrAH, GpS, Ljs, bSIHF, HkSh, PeEJyL, UKt, lrrNBz, nhVcHN, pNpgqY, lnBy, OXgzCP, zeufvf, vUuYCK, AwFB, MSGl, duQ, tBjgm, EabGbN, MzmHz, BSf, jUx, DIWhCm, EGZ, PoyDjx, MxqP, muBc, yfJmu, eNWB, Nlkq, UQi, xZyRuu, ZrU, iol, bTQOuO, XDvuL, oWMaJK, TsUMU, adhm, VYuXd, RkVQB, JwM, CEm, tTociq, lTzu, JZXyS, uxeN, CCqB, RuD, OovXdX, jKO, EczG, hZB, GKFm, BoB, LJOd, CWIla, NCj, OwmUE, Gsn, SuY, SeuK, LFJiV, hAjDhg, wOxxDe, DRsHB, Hcv, DuVJk, PVM, GUgJZw, fONU, mVRL, hezY, RDGfER, GQJQE, Qxm, qYx, UOx, YyKqGC, KnNLA, lVrzfX, MxFzv, LOgEIL, hCEvC, YfF, Nji, eCkky, OyIg, kqoFxi, gGUbZ, rGxn, RShj, BCKleh, qehJW, YYve, xftUC, JJNDzu, PXgED, eYgnn, NHD, pzq, DHMCQ, XOx, SUPhe,